Python 3.12 Anyscale and Ray dependencies

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Python 3.12 Anyscale and Ray dependencies

Ray 2.48.0, slim

The base image anyscale/ray:2.48.0-slim-py312 contains the following packages:

Pip packages

aiofiles==22.1.0
aiohappyeyeballs==2.6.1
aiohttp==3.11.16
aiohttp-cors==0.7.0
aiosignal==1.3.1
aiosqlite==0.19.0
annotated-types==0.6.0
anyio==3.7.1
anyscale==0.26.42
archspec==0.2.5
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
arrow==1.3.0
asttokens==2.4.1
attrs==25.1.0
Babel==2.13.1
backcall==0.2.0
beautifulsoup4==4.11.1
bleach==6.1.0
boltons==24.0.0
boto3==1.26.76
botocore==1.29.76
Brotli==1.1.0
cachetools==5.5.2
certifi==2025.1.31
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
cloudpickle==3.1.1
colorama==0.4.6
colorful==0.5.5
comm==0.2.0
conda==24.11.3
conda-libmamba-solver==24.9.0
conda-package-handling==2.4.0
conda_package_streaming==0.11.0
cryptography==44.0.3
cupy-cuda12x==13.1.0
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
distro==1.9.0
dm-tree==0.1.8
entrypoints==0.4
executing==2.0.1
Farama-Notifications==0.0.4
fastapi==0.115.12
fastjsonschema==2.19.0
fastrlock==0.8.2
filelock==3.17.0
fqdn==1.5.1
frozendict==2.4.6
frozenlist==1.4.1
fsspec==2023.5.0
gitdb==4.0.11
GitPython==3.1.40
google-api-core==1.34.0
google-auth==2.23.4
google-cloud-core==2.4.1
google-cloud-storage==2.14.0
google-crc32c==1.5.0
google-resumable-media==2.6.0
googleapis-common-protos==1.61.0
grpcio==1.66.2
gymnasium==1.0.0
h11==0.16.0
h2==4.1.0
hpack==4.0.0
httplib2==0.20.4
httptools==0.6.4
humanize==4.12.1
hyperframe==6.0.1
idna==3.7
importlib-metadata==6.11.0
ipykernel==6.27.1
ipython==8.12.3
ipython-genutils==0.2.0
ipywidgets==8.1.3
isoduration==20.11.0
jedi==0.19.1
Jinja2==3.1.6
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.4
jsonschema==4.23.0
jsonschema-specifications==2024.10.1
jupyter-client==7.3.4
jupyter_core==5.5.0
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==0.3.0
jupyterlab_server==2.24.0
jupyterlab_widgets==3.0.11
libmambapy==1.5.12
log-symbols==0.0.14
lxml==4.9.4
lz4==4.3.3
mamba==1.5.12
markdown-it-py==2.2.0
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mdurl==0.1.2
memray==1.10.0
menuinst==2.2.0
mistune==0.8.4
msgpack==1.0.7
multidict==6.0.5
nbclassic==1.0.0
nbclient==0.5.13
nbconvert==6.5.4
nbformat==5.9.2
nest-asyncio==1.5.8
notebook==6.5.7
notebook_shim==0.2.3
numpy==1.26.4
oauth2client==4.1.3
opencensus==0.11.3
opencensus-context==0.1.3
opentelemetry-api==1.34.1
opentelemetry-exporter-prometheus==0.55b1
opentelemetry-proto==1.27.0
opentelemetry-sdk==1.34.1
opentelemetry-semantic-conventions==0.55b1
ormsgpack==1.7.0
packaging==23.0
pandas==2.3.1
pandocfilters==1.5.0
parso==0.8.3
pathspec==0.11.2
pexpect==4.8.0
pickleshare==0.7.5
pip==24.3.1
platformdirs==3.11.0
pluggy==1.5.0
polars==1.30.0
prometheus-client==0.19.0
prompt-toolkit==3.0.41
propcache==0.3.0
protobuf==3.20.3
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.4.0
pyarrow==14.0.2
pyasn1==0.5.1
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pycurl==7.45.3
pydantic==2.10.0
pydantic_core==2.27.0
Pygments==2.18.0
pyOpenSSL==25.0.0
pyparsing==3.1.1
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.1.1
python-json-logger==2.0.7
pytz==2022.7.1
PyYAML==6.0.1
pyzmq==26.0.3
ray==2.48.0
referencing==0.36.2
requests==2.32.3
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==13.3.2
rpds-py==0.22.3
rsa==4.7.2
ruamel.yaml==0.18.10
ruamel.yaml.clib==0.2.8
s3transfer==0.6.2
scipy==1.11.4
Send2Trash==1.8.3
setuptools==75.8.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.1
sniffio==1.3.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.46.2
supervisor==4.2.5
tabulate==0.9.0
tensorboardX==2.6.2.2
termcolor==2.4.0
terminado==0.18.1
tinycss2==1.3.0
tornado==6.5.1
tqdm==4.64.1
traitlets==5.14.3
truststore==0.10.0
types-python-dateutil==2.9.0.20240316
typing_extensions==4.12.2
tzdata==2025.2
tzlocal==5.3
uri-template==1.3.0
urllib3==1.26.19
uvicorn==0.22.0
uvloop==0.21.0
virtualenv==20.29.1
watchfiles==0.19.0
wcwidth==0.2.13
webcolors==24.6.0
webencodings==0.5.1
websocket-client==1.8.0
websockets==11.0.3
wheel==0.45.1
widgetsnbextension==4.0.11
wrapt==1.14.1
y-py==0.6.2
yarl==1.18.3
ypy-websocket==0.8.4
zipp==3.19.2
zstandard==0.23.0

Conda packages

Debian packages

$adduser=$3.118ubuntu5
$apt=$2.4.14
$base-files=$12ubuntu4.7
$base-passwd=$3.5.52build1
$bash=$5.1-6ubuntu1.1
$bsdutils=$1:2.37.2-4ubuntu3.4
$ca-certificates=$20240203~22.04.1
$coreutils=$8.32-4.1ubuntu1.2
$curl=$7.81.0-1ubuntu1.20
$dash=$0.5.11+git20210903+057cd650a4ed-3build1
$debconf=$1.5.79ubuntu1
$debianutils=$5.5-1ubuntu2
$diffutils=$1:3.8-0ubuntu2
$dpkg=$1.21.1ubuntu2.3
$dynolog=$0.3.2
$e2fsprogs=$1.46.5-2ubuntu1.2
$findutils=$4.8.0-1ubuntu3
$gcc-12-base=$12.3.0-1ubuntu1~22.04
$gdb=$12.1-0ubuntu1~22.04.2
$git=$1:2.34.1-1ubuntu1.15
$git-man=$1:2.34.1-1ubuntu1.15
$gpgv=$2.2.27-3ubuntu2.3
$grep=$3.7-1build1
$gzip=$1.10-4ubuntu4.1
$hostname=$3.23ubuntu2
$init-system-helpers=$1.62
$less=$590-1ubuntu0.22.04.3
$libacl1=$2.3.1-1
$libapt-pkg6.0=$2.4.14
$libattr1=$1:2.5.1-1build1
$libaudit-common=$1:3.0.7-1build1
$libaudit1=$1:3.0.7-1build1
$libbabeltrace1=$1.5.8-2build1
$libblkid1=$2.37.2-4ubuntu3.4
$libboost-regex1.74.0=$1.74.0-14ubuntu3
$libbrotli1=$1.0.9-2build6
$libbsd0=$0.11.5-1
$libbz2-1.0=$1.0.8-5build1
$libc-bin=$2.35-0ubuntu3.10
$libc6=$2.35-0ubuntu3.10
$libcap-ng0=$0.7.9-2.2build3
$libcap2=$1:2.44-1ubuntu0.22.04.2
$libcbor0.8=$0.8.0-2ubuntu1
$libcom-err2=$1.46.5-2ubuntu1.2
$libcrypt1=$1:4.4.27-1
$libcurl3-gnutls=$7.81.0-1ubuntu1.20
$libcurl4=$7.81.0-1ubuntu1.20
$libdb5.3=$5.3.28+dfsg1-0.8ubuntu3
$libdebconfclient0=$0.261ubuntu1
$libdebuginfod-common=$0.186-1ubuntu0.1
$libdebuginfod1=$0.186-1ubuntu0.1
$libdw1=$0.186-1ubuntu0.1
$libedit2=$3.1-20210910-1build1
$libelf1=$0.186-1ubuntu0.1
$liberror-perl=$0.17029-1
$libexpat1=$2.4.7-1ubuntu0.6
$libext2fs2=$1.46.5-2ubuntu1.2
$libffi8=$3.4.2-4
$libfido2-1=$1.10.0-1
$libgcc-s1=$12.3.0-1ubuntu1~22.04
$libgcrypt20=$1.9.4-3ubuntu3
$libgdbm-compat4=$1.23-1
$libgdbm6=$1.23-1
$libglib2.0-0=$2.72.4-0ubuntu2.5
$libgmp10=$2:6.2.1+dfsg-3ubuntu1
$libgnutls30=$3.7.3-4ubuntu1.6
$libgpg-error0=$1.43-3
$libgssapi-krb5-2=$1.19.2-2ubuntu0.7
$libhogweed6=$3.7.3-1build2
$libicu70=$70.1-2
$libidn2-0=$2.3.2-2build1
$libipt2=$2.0.5-1
$libk5crypto3=$1.19.2-2ubuntu0.7
$libkeyutils1=$1.6.1-2ubuntu3
$libkrb5-3=$1.19.2-2ubuntu0.7
$libkrb5support0=$1.19.2-2ubuntu0.7
$libldap-2.5-0=$2.5.19+dfsg-0ubuntu0.22.04.1
$liblz4-1=$1.9.3-2build2
$liblzma5=$5.2.5-2ubuntu1
$libmd0=$1.0.4-1build1
$libmount1=$2.37.2-4ubuntu3.4
$libmpdec3=$2.5.1-2build2
$libmpfr6=$4.1.0-3build3
$libncurses6=$6.3-2ubuntu0.1
$libncursesw6=$6.3-2ubuntu0.1
$libnettle8=$3.7.3-1build2
$libnghttp2-14=$1.43.0-1ubuntu0.2
$libnsl2=$1.3.0-2build2
$libp11-kit0=$0.24.0-6build1
$libpam-modules=$1.4.0-11ubuntu2.6
$libpam-modules-bin=$1.4.0-11ubuntu2.6
$libpam-runtime=$1.4.0-11ubuntu2.6
$libpam0g=$1.4.0-11ubuntu2.6
$libpcre2-8-0=$10.39-3ubuntu0.1
$libpcre3=$2:8.39-13ubuntu0.22.04.1
$libperl5.34=$5.34.0-3ubuntu1.4
$libpopt0=$1.18-3build1
$libprocps8=$2:3.3.17-6ubuntu2.1
$libpsl5=$0.21.0-1.2build2
$libpython3.10=$3.10.12-1~22.04.10
$libpython3.10-minimal=$3.10.12-1~22.04.10
$libpython3.10-stdlib=$3.10.12-1~22.04.10
$libreadline8=$8.1.2-1
$librtmp1=$2.4+20151223.gitfa8646d.1-2build4
$libsasl2-2=$2.1.27+dfsg2-3ubuntu1.2
$libsasl2-modules-db=$2.1.27+dfsg2-3ubuntu1.2
$libseccomp2=$2.5.3-2ubuntu3~22.04.1
$libselinux1=$3.3-1build2
$libsemanage-common=$3.3-1build2
$libsemanage2=$3.3-1build2
$libsepol2=$3.3-1build1
$libsmartcols1=$2.37.2-4ubuntu3.4
$libsource-highlight-common=$3.1.9-4.1build2
$libsource-highlight4v5=$3.1.9-4.1build2
$libsqlite3-0=$3.37.2-2ubuntu0.4
$libss2=$1.46.5-2ubuntu1.2
$libssh-4=$0.9.6-2ubuntu0.22.04.4
$libssl3=$3.0.2-0ubuntu1.19
$libstdc++6=$12.3.0-1ubuntu1~22.04
$libsystemd0=$249.11-0ubuntu3.16
$libtasn1-6=$4.18.0-4ubuntu0.1
$libtinfo6=$6.3-2ubuntu0.1
$libtirpc-common=$1.3.2-2ubuntu0.1
$libtirpc3=$1.3.2-2ubuntu0.1
$libudev1=$249.11-0ubuntu3.16
$libunistring2=$1.0-1
$libuuid1=$2.37.2-4ubuntu3.4
$libwrap0=$7.6.q-31build2
$libxxhash0=$0.8.1-1
$libzstd1=$1.4.8+dfsg-3build1
$login=$1:4.8.1-2ubuntu2.2
$logsave=$1.46.5-2ubuntu1.2
$lsb-base=$11.1.0ubuntu4
$mawk=$1.3.4.20200120-3
$media-types=$7.0.0
$mount=$2.37.2-4ubuntu3.4
$ncurses-base=$6.3-2ubuntu0.1
$ncurses-bin=$6.3-2ubuntu0.1
$netbase=$6.3
$openssh-client=$1:8.9p1-3ubuntu0.13
$openssh-server=$1:8.9p1-3ubuntu0.13
$openssh-sftp-server=$1:8.9p1-3ubuntu0.13
$openssl=$3.0.2-0ubuntu1.19
$passwd=$1:4.8.1-2ubuntu2.2
$perl=$5.34.0-3ubuntu1.4
$perl-base=$5.34.0-3ubuntu1.4
$perl-modules-5.34=$5.34.0-3ubuntu1.4
$procps=$2:3.3.17-6ubuntu2.1
$readline-common=$8.1.2-1
$rsync=$3.2.7-0ubuntu0.22.04.4
$sed=$4.8-1ubuntu2
$sensible-utils=$0.0.17
$sudo=$1.9.9-1ubuntu2.5
$sysvinit-utils=$3.01-1ubuntu1
$tar=$1.34+dfsg-1ubuntu0.1.22.04.2
$tzdata=$2025b-0ubuntu0.22.04.1
$ubuntu-keyring=$2021.03.26
$ucf=$3.0043
$unzip=$6.0-26ubuntu3.2
$usrmerge=$25ubuntu2
$util-linux=$2.37.2-4ubuntu3.4
$vim-common=$2:8.2.3995-1ubuntu2.24
$vim-tiny=$2:8.2.3995-1ubuntu2.24
$xxd=$2:8.2.3995-1ubuntu2.24
$zip=$3.0-12build2
$zlib1g=$1:1.2.11.dfsg-2ubuntu9.2

Ray 2.48.0, slim, CUDA version 12.8

The base image anyscale/ray:2.48.0-slim-py312-cu128 contains the following packages:

Pip packages

aiofiles==22.1.0
aiohappyeyeballs==2.6.1
aiohttp==3.11.16
aiohttp-cors==0.7.0
aiosignal==1.3.1
aiosqlite==0.19.0
annotated-types==0.6.0
anyio==3.7.1
anyscale==0.26.42
archspec==0.2.5
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
arrow==1.3.0
asttokens==2.4.1
attrs==25.1.0
Babel==2.13.1
backcall==0.2.0
beautifulsoup4==4.11.1
bleach==6.1.0
boltons==24.0.0
boto3==1.26.76
botocore==1.29.76
Brotli==1.1.0
cachetools==5.5.2
certifi==2025.1.31
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
cloudpickle==3.1.1
colorama==0.4.6
colorful==0.5.5
comm==0.2.0
conda==24.11.3
conda-libmamba-solver==24.9.0
conda-package-handling==2.4.0
conda_package_streaming==0.11.0
cryptography==44.0.3
cupy-cuda12x==13.1.0
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
distro==1.9.0
dm-tree==0.1.8
entrypoints==0.4
executing==2.0.1
Farama-Notifications==0.0.4
fastapi==0.115.12
fastjsonschema==2.19.0
fastrlock==0.8.2
filelock==3.17.0
fqdn==1.5.1
frozendict==2.4.6
frozenlist==1.4.1
fsspec==2023.5.0
gitdb==4.0.11
GitPython==3.1.40
google-api-core==1.34.0
google-auth==2.23.4
google-cloud-core==2.4.1
google-cloud-storage==2.14.0
google-crc32c==1.5.0
google-resumable-media==2.6.0
googleapis-common-protos==1.61.0
grpcio==1.66.2
gymnasium==1.0.0
h11==0.16.0
h2==4.1.0
hpack==4.0.0
httplib2==0.20.4
httptools==0.6.4
humanize==4.12.1
hyperframe==6.0.1
idna==3.7
importlib-metadata==6.11.0
ipykernel==6.27.1
ipython==8.12.3
ipython-genutils==0.2.0
ipywidgets==8.1.3
isoduration==20.11.0
jedi==0.19.1
Jinja2==3.1.6
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.4
jsonschema==4.23.0
jsonschema-specifications==2024.10.1
jupyter-client==7.3.4
jupyter_core==5.5.0
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==0.3.0
jupyterlab_server==2.24.0
jupyterlab_widgets==3.0.11
libmambapy==1.5.12
log-symbols==0.0.14
lxml==4.9.4
lz4==4.3.3
mamba==1.5.12
markdown-it-py==2.2.0
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mdurl==0.1.2
memray==1.10.0
menuinst==2.2.0
mistune==0.8.4
msgpack==1.0.7
multidict==6.0.5
nbclassic==1.0.0
nbclient==0.5.13
nbconvert==6.5.4
nbformat==5.9.2
nest-asyncio==1.5.8
notebook==6.5.7
notebook_shim==0.2.3
numpy==1.26.4
oauth2client==4.1.3
opencensus==0.11.3
opencensus-context==0.1.3
opentelemetry-api==1.34.1
opentelemetry-exporter-prometheus==0.55b1
opentelemetry-proto==1.27.0
opentelemetry-sdk==1.34.1
opentelemetry-semantic-conventions==0.55b1
ormsgpack==1.7.0
packaging==23.0
pandas==2.3.1
pandocfilters==1.5.0
parso==0.8.3
pathspec==0.11.2
pexpect==4.8.0
pickleshare==0.7.5
pip==24.3.1
platformdirs==3.11.0
pluggy==1.5.0
polars==1.30.0
prometheus-client==0.19.0
prompt-toolkit==3.0.41
propcache==0.3.0
protobuf==3.20.3
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.4.0
pyarrow==14.0.2
pyasn1==0.5.1
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pycurl==7.45.3
pydantic==2.10.0
pydantic_core==2.27.0
Pygments==2.18.0
pyOpenSSL==25.0.0
pyparsing==3.1.1
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.1.1
python-json-logger==2.0.7
pytz==2022.7.1
PyYAML==6.0.1
pyzmq==26.0.3
ray==2.48.0
referencing==0.36.2
requests==2.32.3
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==13.3.2
rpds-py==0.22.3
rsa==4.7.2
ruamel.yaml==0.18.10
ruamel.yaml.clib==0.2.8
s3transfer==0.6.2
scipy==1.11.4
Send2Trash==1.8.3
setuptools==75.8.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.1
sniffio==1.3.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.46.2
supervisor==4.2.5
tabulate==0.9.0
tensorboardX==2.6.2.2
termcolor==2.4.0
terminado==0.18.1
tinycss2==1.3.0
tornado==6.5.1
tqdm==4.64.1
traitlets==5.14.3
truststore==0.10.0
types-python-dateutil==2.9.0.20240316
typing_extensions==4.12.2
tzdata==2025.2
tzlocal==5.3
uri-template==1.3.0
urllib3==1.26.19
uvicorn==0.22.0
uvloop==0.21.0
virtualenv==20.29.1
watchfiles==0.19.0
wcwidth==0.2.13
webcolors==24.6.0
webencodings==0.5.1
websocket-client==1.8.0
websockets==11.0.3
wheel==0.45.1
widgetsnbextension==4.0.11
wrapt==1.14.1
y-py==0.6.2
yarl==1.18.3
ypy-websocket==0.8.4
zipp==3.19.2
zstandard==0.23.0

Conda packages

Debian packages

$adduser=$3.118ubuntu5
$apt=$2.4.13
$base-files=$12ubuntu4.7
$base-passwd=$3.5.52build1
$bash=$5.1-6ubuntu1.1
$bsdutils=$1:2.37.2-4ubuntu3.4
$ca-certificates=$20240203~22.04.1
$coreutils=$8.32-4.1ubuntu1.2
$cuda-compat-12-8=$570.124.06-0ubuntu1
$cuda-cudart-12-8=$12.8.90-1
$cuda-keyring=$1.1-1
$cuda-libraries-12-8=$12.8.1-1
$cuda-nvrtc-12-8=$12.8.93-1
$cuda-nvtx-12-8=$12.8.90-1
$cuda-opencl-12-8=$12.8.90-1
$cuda-toolkit-12-8-config-common=$12.8.90-1
$cuda-toolkit-12-config-common=$12.8.90-1
$cuda-toolkit-config-common=$12.8.90-1
$curl=$7.81.0-1ubuntu1.20
$dash=$0.5.11+git20210903+057cd650a4ed-3build1
$debconf=$1.5.79ubuntu1
$debianutils=$5.5-1ubuntu2
$diffutils=$1:3.8-0ubuntu2
$dirmngr=$2.2.27-3ubuntu2.1
$dpkg=$1.21.1ubuntu2.3
$dynolog=$0.3.2
$e2fsprogs=$1.46.5-2ubuntu1.2
$findutils=$4.8.0-1ubuntu3
$gcc-12-base=$12.3.0-1ubuntu1~22.04
$gdb=$12.1-0ubuntu1~22.04.2
$git=$1:2.34.1-1ubuntu1.15
$git-man=$1:2.34.1-1ubuntu1.15
$gnupg=$2.2.27-3ubuntu2.1
$gnupg-l10n=$2.2.27-3ubuntu2.1
$gnupg-utils=$2.2.27-3ubuntu2.1
$gnupg2=$2.2.27-3ubuntu2.1
$gpg=$2.2.27-3ubuntu2.1
$gpg-agent=$2.2.27-3ubuntu2.1
$gpg-wks-client=$2.2.27-3ubuntu2.1
$gpg-wks-server=$2.2.27-3ubuntu2.1
$gpgconf=$2.2.27-3ubuntu2.1
$gpgsm=$2.2.27-3ubuntu2.1
$gpgv=$2.2.27-3ubuntu2.1
$grep=$3.7-1build1
$gzip=$1.10-4ubuntu4.1
$hostname=$3.23ubuntu2
$init-system-helpers=$1.62
$less=$590-1ubuntu0.22.04.3
$libacl1=$2.3.1-1
$libapt-pkg6.0=$2.4.13
$libassuan0=$2.5.5-1build1
$libattr1=$1:2.5.1-1build1
$libaudit-common=$1:3.0.7-1build1
$libaudit1=$1:3.0.7-1build1
$libbabeltrace1=$1.5.8-2build1
$libblkid1=$2.37.2-4ubuntu3.4
$libboost-regex1.74.0=$1.74.0-14ubuntu3
$libbrotli1=$1.0.9-2build6
$libbsd0=$0.11.5-1
$libbz2-1.0=$1.0.8-5build1
$libc-bin=$2.35-0ubuntu3.8
$libc6=$2.35-0ubuntu3.8
$libcap-ng0=$0.7.9-2.2build3
$libcap2=$1:2.44-1ubuntu0.22.04.1
$libcbor0.8=$0.8.0-2ubuntu1
$libcom-err2=$1.46.5-2ubuntu1.2
$libcrypt1=$1:4.4.27-1
$libcublas-12-8=$12.8.4.1-1
$libcufft-12-8=$11.3.3.83-1
$libcufile-12-8=$1.13.1.3-1
$libcurand-12-8=$10.3.9.90-1
$libcurl3-gnutls=$7.81.0-1ubuntu1.20
$libcurl4=$7.81.0-1ubuntu1.20
$libcusolver-12-8=$11.7.3.90-1
$libcusparse-12-8=$12.5.8.93-1
$libdb5.3=$5.3.28+dfsg1-0.8ubuntu3
$libdebconfclient0=$0.261ubuntu1
$libdebuginfod-common=$0.186-1ubuntu0.1
$libdebuginfod1=$0.186-1ubuntu0.1
$libdw1=$0.186-1ubuntu0.1
$libedit2=$3.1-20210910-1build1
$libelf1=$0.186-1ubuntu0.1
$liberror-perl=$0.17029-1
$libexpat1=$2.4.7-1ubuntu0.6
$libext2fs2=$1.46.5-2ubuntu1.2
$libffi8=$3.4.2-4
$libfido2-1=$1.10.0-1
$libgcc-s1=$12.3.0-1ubuntu1~22.04
$libgcrypt20=$1.9.4-3ubuntu3
$libgdbm-compat4=$1.23-1
$libgdbm6=$1.23-1
$libglib2.0-0=$2.72.4-0ubuntu2.5
$libgmp10=$2:6.2.1+dfsg-3ubuntu1
$libgnutls30=$3.7.3-4ubuntu1.5
$libgpg-error0=$1.43-3
$libgssapi-krb5-2=$1.19.2-2ubuntu0.4
$libhogweed6=$3.7.3-1build2
$libicu70=$70.1-2
$libidn2-0=$2.3.2-2build1
$libipt2=$2.0.5-1
$libk5crypto3=$1.19.2-2ubuntu0.4
$libkeyutils1=$1.6.1-2ubuntu3
$libkrb5-3=$1.19.2-2ubuntu0.4
$libkrb5support0=$1.19.2-2ubuntu0.4
$libksba8=$1.6.0-2ubuntu0.2
$libldap-2.5-0=$2.5.18+dfsg-0ubuntu0.22.04.3
$liblz4-1=$1.9.3-2build2
$liblzma5=$5.2.5-2ubuntu1
$libmd0=$1.0.4-1build1
$libmount1=$2.37.2-4ubuntu3.4
$libmpdec3=$2.5.1-2build2
$libmpfr6=$4.1.0-3build3
$libnccl2=$2.25.1-1+cuda12.8
$libncurses6=$6.3-2ubuntu0.1
$libncursesw6=$6.3-2ubuntu0.1
$libnettle8=$3.7.3-1build2
$libnghttp2-14=$1.43.0-1ubuntu0.2
$libnpp-12-8=$12.3.3.100-1
$libnpth0=$1.6-3build2
$libnsl2=$1.3.0-2build2
$libnvfatbin-12-8=$12.8.90-1
$libnvjitlink-12-8=$12.8.93-1
$libnvjpeg-12-8=$12.3.5.92-1
$libp11-kit0=$0.24.0-6build1
$libpam-modules=$1.4.0-11ubuntu2.5
$libpam-modules-bin=$1.4.0-11ubuntu2.5
$libpam-runtime=$1.4.0-11ubuntu2.5
$libpam0g=$1.4.0-11ubuntu2.5
$libpcre2-8-0=$10.39-3ubuntu0.1
$libpcre3=$2:8.39-13ubuntu0.22.04.1
$libperl5.34=$5.34.0-3ubuntu1.4
$libpopt0=$1.18-3build1
$libprocps8=$2:3.3.17-6ubuntu2.1
$libpsl5=$0.21.0-1.2build2
$libpython3.10=$3.10.12-1~22.04.10
$libpython3.10-minimal=$3.10.12-1~22.04.10
$libpython3.10-stdlib=$3.10.12-1~22.04.10
$libreadline8=$8.1.2-1
$librtmp1=$2.4+20151223.gitfa8646d.1-2build4
$libsasl2-2=$2.1.27+dfsg2-3ubuntu1.2
$libsasl2-modules-db=$2.1.27+dfsg2-3ubuntu1.2
$libseccomp2=$2.5.3-2ubuntu2
$libselinux1=$3.3-1build2
$libsemanage-common=$3.3-1build2
$libsemanage2=$3.3-1build2
$libsepol2=$3.3-1build1
$libsmartcols1=$2.37.2-4ubuntu3.4
$libsource-highlight-common=$3.1.9-4.1build2
$libsource-highlight4v5=$3.1.9-4.1build2
$libsqlite3-0=$3.37.2-2ubuntu0.3
$libss2=$1.46.5-2ubuntu1.2
$libssh-4=$0.9.6-2ubuntu0.22.04.4
$libssl3=$3.0.2-0ubuntu1.18
$libstdc++6=$12.3.0-1ubuntu1~22.04
$libsystemd0=$249.11-0ubuntu3.12
$libtasn1-6=$4.18.0-4build1
$libtinfo6=$6.3-2ubuntu0.1
$libtirpc-common=$1.3.2-2ubuntu0.1
$libtirpc3=$1.3.2-2ubuntu0.1
$libudev1=$249.11-0ubuntu3.12
$libunistring2=$1.0-1
$libuuid1=$2.37.2-4ubuntu3.4
$libwrap0=$7.6.q-31build2
$libxxhash0=$0.8.1-1
$libzstd1=$1.4.8+dfsg-3build1
$login=$1:4.8.1-2ubuntu2.2
$logsave=$1.46.5-2ubuntu1.2
$lsb-base=$11.1.0ubuntu4
$mawk=$1.3.4.20200120-3
$media-types=$7.0.0
$mount=$2.37.2-4ubuntu3.4
$ncurses-base=$6.3-2ubuntu0.1
$ncurses-bin=$6.3-2ubuntu0.1
$netbase=$6.3
$openssh-client=$1:8.9p1-3ubuntu0.13
$openssh-server=$1:8.9p1-3ubuntu0.13
$openssh-sftp-server=$1:8.9p1-3ubuntu0.13
$openssl=$3.0.2-0ubuntu1.19
$passwd=$1:4.8.1-2ubuntu2.2
$perl=$5.34.0-3ubuntu1.4
$perl-base=$5.34.0-3ubuntu1.4
$perl-modules-5.34=$5.34.0-3ubuntu1.4
$pinentry-curses=$1.1.1-1build2
$procps=$2:3.3.17-6ubuntu2.1
$readline-common=$8.1.2-1
$rsync=$3.2.7-0ubuntu0.22.04.4
$sed=$4.8-1ubuntu2
$sensible-utils=$0.0.17
$sudo=$1.9.9-1ubuntu2.5
$sysvinit-utils=$3.01-1ubuntu1
$tar=$1.34+dfsg-1ubuntu0.1.22.04.2
$tzdata=$2025b-0ubuntu0.22.04.1
$ubuntu-keyring=$2021.03.26
$ucf=$3.0043
$unzip=$6.0-26ubuntu3.2
$usrmerge=$25ubuntu2
$util-linux=$2.37.2-4ubuntu3.4
$vim-common=$2:8.2.3995-1ubuntu2.24
$vim-tiny=$2:8.2.3995-1ubuntu2.24
$xxd=$2:8.2.3995-1ubuntu2.24
$zip=$3.0-12build2
$zlib1g=$1:1.2.11.dfsg-2ubuntu9.2

Ray 2.48.0, slim, CUDA version 12.5

The base image anyscale/ray:2.48.0-slim-py312-cu125 contains the following packages:

Pip packages

aiofiles==22.1.0
aiohappyeyeballs==2.6.1
aiohttp==3.11.16
aiohttp-cors==0.7.0
aiosignal==1.3.1
aiosqlite==0.19.0
annotated-types==0.6.0
anyio==3.7.1
anyscale==0.26.42
archspec==0.2.5
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
arrow==1.3.0
asttokens==2.4.1
attrs==25.1.0
Babel==2.13.1
backcall==0.2.0
beautifulsoup4==4.11.1
bleach==6.1.0
boltons==24.0.0
boto3==1.26.76
botocore==1.29.76
Brotli==1.1.0
cachetools==5.5.2
certifi==2025.1.31
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
cloudpickle==3.1.1
colorama==0.4.6
colorful==0.5.5
comm==0.2.0
conda==24.11.3
conda-libmamba-solver==24.9.0
conda-package-handling==2.4.0
conda_package_streaming==0.11.0
cryptography==44.0.3
cupy-cuda12x==13.1.0
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
distro==1.9.0
dm-tree==0.1.8
entrypoints==0.4
executing==2.0.1
Farama-Notifications==0.0.4
fastapi==0.115.12
fastjsonschema==2.19.0
fastrlock==0.8.2
filelock==3.17.0
fqdn==1.5.1
frozendict==2.4.6
frozenlist==1.4.1
fsspec==2023.5.0
gitdb==4.0.11
GitPython==3.1.40
google-api-core==1.34.0
google-auth==2.23.4
google-cloud-core==2.4.1
google-cloud-storage==2.14.0
google-crc32c==1.5.0
google-resumable-media==2.6.0
googleapis-common-protos==1.61.0
grpcio==1.66.2
gymnasium==1.0.0
h11==0.16.0
h2==4.1.0
hpack==4.0.0
httplib2==0.20.4
httptools==0.6.4
humanize==4.12.1
hyperframe==6.0.1
idna==3.7
importlib-metadata==6.11.0
ipykernel==6.27.1
ipython==8.12.3
ipython-genutils==0.2.0
ipywidgets==8.1.3
isoduration==20.11.0
jedi==0.19.1
Jinja2==3.1.6
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.4
jsonschema==4.23.0
jsonschema-specifications==2024.10.1
jupyter-client==7.3.4
jupyter_core==5.5.0
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==0.3.0
jupyterlab_server==2.24.0
jupyterlab_widgets==3.0.11
libmambapy==1.5.12
log-symbols==0.0.14
lxml==4.9.4
lz4==4.3.3
mamba==1.5.12
markdown-it-py==2.2.0
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mdurl==0.1.2
memray==1.10.0
menuinst==2.2.0
mistune==0.8.4
msgpack==1.0.7
multidict==6.0.5
nbclassic==1.0.0
nbclient==0.5.13
nbconvert==6.5.4
nbformat==5.9.2
nest-asyncio==1.5.8
notebook==6.5.7
notebook_shim==0.2.3
numpy==1.26.4
oauth2client==4.1.3
opencensus==0.11.3
opencensus-context==0.1.3
opentelemetry-api==1.34.1
opentelemetry-exporter-prometheus==0.55b1
opentelemetry-proto==1.27.0
opentelemetry-sdk==1.34.1
opentelemetry-semantic-conventions==0.55b1
ormsgpack==1.7.0
packaging==23.0
pandas==2.3.1
pandocfilters==1.5.0
parso==0.8.3
pathspec==0.11.2
pexpect==4.8.0
pickleshare==0.7.5
pip==24.3.1
platformdirs==3.11.0
pluggy==1.5.0
polars==1.30.0
prometheus-client==0.19.0
prompt-toolkit==3.0.41
propcache==0.3.0
protobuf==3.20.3
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.4.0
pyarrow==14.0.2
pyasn1==0.5.1
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pycurl==7.45.3
pydantic==2.10.0
pydantic_core==2.27.0
Pygments==2.18.0
pyOpenSSL==25.0.0
pyparsing==3.1.1
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.1.1
python-json-logger==2.0.7
pytz==2022.7.1
PyYAML==6.0.1
pyzmq==26.0.3
ray==2.48.0
referencing==0.36.2
requests==2.32.3
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==13.3.2
rpds-py==0.22.3
rsa==4.7.2
ruamel.yaml==0.18.10
ruamel.yaml.clib==0.2.8
s3transfer==0.6.2
scipy==1.11.4
Send2Trash==1.8.3
setuptools==75.8.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.1
sniffio==1.3.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.46.2
supervisor==4.2.5
tabulate==0.9.0
tensorboardX==2.6.2.2
termcolor==2.4.0
terminado==0.18.1
tinycss2==1.3.0
tornado==6.5.1
tqdm==4.64.1
traitlets==5.14.3
truststore==0.10.0
types-python-dateutil==2.9.0.20240316
typing_extensions==4.12.2
tzdata==2025.2
tzlocal==5.3
uri-template==1.3.0
urllib3==1.26.19
uvicorn==0.22.0
uvloop==0.21.0
virtualenv==20.29.1
watchfiles==0.19.0
wcwidth==0.2.13
webcolors==24.6.0
webencodings==0.5.1
websocket-client==1.8.0
websockets==11.0.3
wheel==0.45.1
widgetsnbextension==4.0.11
wrapt==1.14.1
y-py==0.6.2
yarl==1.18.3
ypy-websocket==0.8.4
zipp==3.19.2
zstandard==0.23.0

Conda packages

Debian packages

$adduser=$3.118ubuntu5
$apt=$2.4.12
$base-files=$12ubuntu4.6
$base-passwd=$3.5.52build1
$bash=$5.1-6ubuntu1.1
$bsdutils=$1:2.37.2-4ubuntu3.4
$ca-certificates=$20240203~22.04.1
$coreutils=$8.32-4.1ubuntu1.2
$cuda-compat-12-5=$555.42.06-1
$cuda-cudart-12-5=$12.5.82-1
$cuda-keyring=$1.1-1
$cuda-libraries-12-5=$12.5.1-1
$cuda-nvrtc-12-5=$12.5.82-1
$cuda-nvtx-12-5=$12.5.82-1
$cuda-opencl-12-5=$12.5.39-1
$cuda-toolkit-12-5-config-common=$12.5.82-1
$cuda-toolkit-12-config-common=$12.5.82-1
$cuda-toolkit-config-common=$12.5.82-1
$curl=$7.81.0-1ubuntu1.20
$dash=$0.5.11+git20210903+057cd650a4ed-3build1
$debconf=$1.5.79ubuntu1
$debianutils=$5.5-1ubuntu2
$diffutils=$1:3.8-0ubuntu2
$dirmngr=$2.2.27-3ubuntu2.1
$dpkg=$1.21.1ubuntu2.3
$dynolog=$0.3.2
$e2fsprogs=$1.46.5-2ubuntu1.1
$findutils=$4.8.0-1ubuntu3
$gcc-12-base=$12.3.0-1ubuntu1~22.04
$gdb=$12.1-0ubuntu1~22.04.2
$git=$1:2.34.1-1ubuntu1.15
$git-man=$1:2.34.1-1ubuntu1.15
$gnupg=$2.2.27-3ubuntu2.1
$gnupg-l10n=$2.2.27-3ubuntu2.1
$gnupg-utils=$2.2.27-3ubuntu2.1
$gnupg2=$2.2.27-3ubuntu2.1
$gpg=$2.2.27-3ubuntu2.1
$gpg-agent=$2.2.27-3ubuntu2.1
$gpg-wks-client=$2.2.27-3ubuntu2.1
$gpg-wks-server=$2.2.27-3ubuntu2.1
$gpgconf=$2.2.27-3ubuntu2.1
$gpgsm=$2.2.27-3ubuntu2.1
$gpgv=$2.2.27-3ubuntu2.1
$grep=$3.7-1build1
$gzip=$1.10-4ubuntu4.1
$hostname=$3.23ubuntu2
$init-system-helpers=$1.62
$less=$590-1ubuntu0.22.04.3
$libacl1=$2.3.1-1
$libapt-pkg6.0=$2.4.12
$libassuan0=$2.5.5-1build1
$libattr1=$1:2.5.1-1build1
$libaudit-common=$1:3.0.7-1build1
$libaudit1=$1:3.0.7-1build1
$libbabeltrace1=$1.5.8-2build1
$libblkid1=$2.37.2-4ubuntu3.4
$libboost-regex1.74.0=$1.74.0-14ubuntu3
$libbrotli1=$1.0.9-2build6
$libbsd0=$0.11.5-1
$libbz2-1.0=$1.0.8-5build1
$libc-bin=$2.35-0ubuntu3.8
$libc6=$2.35-0ubuntu3.8
$libcap-ng0=$0.7.9-2.2build3
$libcap2=$1:2.44-1ubuntu0.22.04.1
$libcbor0.8=$0.8.0-2ubuntu1
$libcom-err2=$1.46.5-2ubuntu1.1
$libcrypt1=$1:4.4.27-1
$libcublas-12-5=$12.5.3.2-1
$libcufft-12-5=$11.2.3.61-1
$libcufile-12-5=$1.10.1.7-1
$libcurand-12-5=$10.3.6.82-1
$libcurl3-gnutls=$7.81.0-1ubuntu1.20
$libcurl4=$7.81.0-1ubuntu1.20
$libcusolver-12-5=$11.6.3.83-1
$libcusparse-12-5=$12.5.1.3-1
$libdb5.3=$5.3.28+dfsg1-0.8ubuntu3
$libdebconfclient0=$0.261ubuntu1
$libdebuginfod-common=$0.186-1ubuntu0.1
$libdebuginfod1=$0.186-1ubuntu0.1
$libdw1=$0.186-1ubuntu0.1
$libedit2=$3.1-20210910-1build1
$libelf1=$0.186-1ubuntu0.1
$liberror-perl=$0.17029-1
$libexpat1=$2.4.7-1ubuntu0.6
$libext2fs2=$1.46.5-2ubuntu1.1
$libffi8=$3.4.2-4
$libfido2-1=$1.10.0-1
$libgcc-s1=$12.3.0-1ubuntu1~22.04
$libgcrypt20=$1.9.4-3ubuntu3
$libgdbm-compat4=$1.23-1
$libgdbm6=$1.23-1
$libglib2.0-0=$2.72.4-0ubuntu2.5
$libgmp10=$2:6.2.1+dfsg-3ubuntu1
$libgnutls30=$3.7.3-4ubuntu1.5
$libgpg-error0=$1.43-3
$libgssapi-krb5-2=$1.19.2-2ubuntu0.3
$libhogweed6=$3.7.3-1build2
$libicu70=$70.1-2
$libidn2-0=$2.3.2-2build1
$libipt2=$2.0.5-1
$libk5crypto3=$1.19.2-2ubuntu0.3
$libkeyutils1=$1.6.1-2ubuntu3
$libkrb5-3=$1.19.2-2ubuntu0.3
$libkrb5support0=$1.19.2-2ubuntu0.3
$libksba8=$1.6.0-2ubuntu0.2
$libldap-2.5-0=$2.5.17+dfsg-0ubuntu0.22.04.1
$liblz4-1=$1.9.3-2build2
$liblzma5=$5.2.5-2ubuntu1
$libmd0=$1.0.4-1build1
$libmount1=$2.37.2-4ubuntu3.4
$libmpdec3=$2.5.1-2build2
$libmpfr6=$4.1.0-3build3
$libnccl2=$2.22.3-1+cuda12.5
$libncurses6=$6.3-2ubuntu0.1
$libncursesw6=$6.3-2ubuntu0.1
$libnettle8=$3.7.3-1build2
$libnghttp2-14=$1.43.0-1ubuntu0.2
$libnpp-12-5=$12.3.0.159-1
$libnpth0=$1.6-3build2
$libnsl2=$1.3.0-2build2
$libnvfatbin-12-5=$12.5.82-1
$libnvjitlink-12-5=$12.5.82-1
$libnvjpeg-12-5=$12.3.2.81-1
$libp11-kit0=$0.24.0-6build1
$libpam-modules=$1.4.0-11ubuntu2.4
$libpam-modules-bin=$1.4.0-11ubuntu2.4
$libpam-runtime=$1.4.0-11ubuntu2.4
$libpam0g=$1.4.0-11ubuntu2.4
$libpcre2-8-0=$10.39-3ubuntu0.1
$libpcre3=$2:8.39-13ubuntu0.22.04.1
$libperl5.34=$5.34.0-3ubuntu1.4
$libpopt0=$1.18-3build1
$libprocps8=$2:3.3.17-6ubuntu2.1
$libpsl5=$0.21.0-1.2build2
$libpython3.10=$3.10.12-1~22.04.10
$libpython3.10-minimal=$3.10.12-1~22.04.10
$libpython3.10-stdlib=$3.10.12-1~22.04.10
$libreadline8=$8.1.2-1
$librtmp1=$2.4+20151223.gitfa8646d.1-2build4
$libsasl2-2=$2.1.27+dfsg2-3ubuntu1.2
$libsasl2-modules-db=$2.1.27+dfsg2-3ubuntu1.2
$libseccomp2=$2.5.3-2ubuntu2
$libselinux1=$3.3-1build2
$libsemanage-common=$3.3-1build2
$libsemanage2=$3.3-1build2
$libsepol2=$3.3-1build1
$libsmartcols1=$2.37.2-4ubuntu3.4
$libsource-highlight-common=$3.1.9-4.1build2
$libsource-highlight4v5=$3.1.9-4.1build2
$libsqlite3-0=$3.37.2-2ubuntu0.3
$libss2=$1.46.5-2ubuntu1.1
$libssh-4=$0.9.6-2ubuntu0.22.04.4
$libssl3=$3.0.2-0ubuntu1.16
$libstdc++6=$12.3.0-1ubuntu1~22.04
$libsystemd0=$249.11-0ubuntu3.12
$libtasn1-6=$4.18.0-4build1
$libtinfo6=$6.3-2ubuntu0.1
$libtirpc-common=$1.3.2-2ubuntu0.1
$libtirpc3=$1.3.2-2ubuntu0.1
$libudev1=$249.11-0ubuntu3.12
$libunistring2=$1.0-1
$libuuid1=$2.37.2-4ubuntu3.4
$libwrap0=$7.6.q-31build2
$libxxhash0=$0.8.1-1
$libzstd1=$1.4.8+dfsg-3build1
$login=$1:4.8.1-2ubuntu2.2
$logsave=$1.46.5-2ubuntu1.1
$lsb-base=$11.1.0ubuntu4
$mawk=$1.3.4.20200120-3
$media-types=$7.0.0
$mount=$2.37.2-4ubuntu3.4
$ncurses-base=$6.3-2ubuntu0.1
$ncurses-bin=$6.3-2ubuntu0.1
$netbase=$6.3
$openssh-client=$1:8.9p1-3ubuntu0.13
$openssh-server=$1:8.9p1-3ubuntu0.13
$openssh-sftp-server=$1:8.9p1-3ubuntu0.13
$openssl=$3.0.2-0ubuntu1.16
$passwd=$1:4.8.1-2ubuntu2.2
$perl=$5.34.0-3ubuntu1.4
$perl-base=$5.34.0-3ubuntu1.4
$perl-modules-5.34=$5.34.0-3ubuntu1.4
$pinentry-curses=$1.1.1-1build2
$procps=$2:3.3.17-6ubuntu2.1
$readline-common=$8.1.2-1
$rsync=$3.2.7-0ubuntu0.22.04.4
$sed=$4.8-1ubuntu2
$sensible-utils=$0.0.17
$sudo=$1.9.9-1ubuntu2.5
$sysvinit-utils=$3.01-1ubuntu1
$tar=$1.34+dfsg-1ubuntu0.1.22.04.2
$tzdata=$2025b-0ubuntu0.22.04.1
$ubuntu-keyring=$2021.03.26
$ucf=$3.0043
$unzip=$6.0-26ubuntu3.2
$usrmerge=$25ubuntu2
$util-linux=$2.37.2-4ubuntu3.4
$vim-common=$2:8.2.3995-1ubuntu2.24
$vim-tiny=$2:8.2.3995-1ubuntu2.24
$xxd=$2:8.2.3995-1ubuntu2.24
$zip=$3.0-12build2
$zlib1g=$1:1.2.11.dfsg-2ubuntu9.2

Ray 2.48.0, slim, CUDA version 12.4

The base image anyscale/ray:2.48.0-slim-py312-cu124 contains the following packages:

Pip packages

aiofiles==22.1.0
aiohappyeyeballs==2.6.1
aiohttp==3.11.16
aiohttp-cors==0.7.0
aiosignal==1.3.1
aiosqlite==0.19.0
annotated-types==0.6.0
anyio==3.7.1
anyscale==0.26.42
archspec==0.2.5
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
arrow==1.3.0
asttokens==2.4.1
attrs==25.1.0
Babel==2.13.1
backcall==0.2.0
beautifulsoup4==4.11.1
bleach==6.1.0
boltons==24.0.0
boto3==1.26.76
botocore==1.29.76
Brotli==1.1.0
cachetools==5.5.2
certifi==2025.1.31
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
cloudpickle==3.1.1
colorama==0.4.6
colorful==0.5.5
comm==0.2.0
conda==24.11.3
conda-libmamba-solver==24.9.0
conda-package-handling==2.4.0
conda_package_streaming==0.11.0
cryptography==44.0.3
cupy-cuda12x==13.1.0
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
distro==1.9.0
dm-tree==0.1.8
entrypoints==0.4
executing==2.0.1
Farama-Notifications==0.0.4
fastapi==0.115.12
fastjsonschema==2.19.0
fastrlock==0.8.2
filelock==3.17.0
fqdn==1.5.1
frozendict==2.4.6
frozenlist==1.4.1
fsspec==2023.5.0
gitdb==4.0.11
GitPython==3.1.40
google-api-core==1.34.0
google-auth==2.23.4
google-cloud-core==2.4.1
google-cloud-storage==2.14.0
google-crc32c==1.5.0
google-resumable-media==2.6.0
googleapis-common-protos==1.61.0
grpcio==1.66.2
gymnasium==1.0.0
h11==0.16.0
h2==4.1.0
hpack==4.0.0
httplib2==0.20.4
httptools==0.6.4
humanize==4.12.1
hyperframe==6.0.1
idna==3.7
importlib-metadata==6.11.0
ipykernel==6.27.1
ipython==8.12.3
ipython-genutils==0.2.0
ipywidgets==8.1.3
isoduration==20.11.0
jedi==0.19.1
Jinja2==3.1.6
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.4
jsonschema==4.23.0
jsonschema-specifications==2024.10.1
jupyter-client==7.3.4
jupyter_core==5.5.0
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==0.3.0
jupyterlab_server==2.24.0
jupyterlab_widgets==3.0.11
libmambapy==1.5.12
log-symbols==0.0.14
lxml==4.9.4
lz4==4.3.3
mamba==1.5.12
markdown-it-py==2.2.0
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mdurl==0.1.2
memray==1.10.0
menuinst==2.2.0
mistune==0.8.4
msgpack==1.0.7
multidict==6.0.5
nbclassic==1.0.0
nbclient==0.5.13
nbconvert==6.5.4
nbformat==5.9.2
nest-asyncio==1.5.8
notebook==6.5.7
notebook_shim==0.2.3
numpy==1.26.4
oauth2client==4.1.3
opencensus==0.11.3
opencensus-context==0.1.3
opentelemetry-api==1.34.1
opentelemetry-exporter-prometheus==0.55b1
opentelemetry-proto==1.27.0
opentelemetry-sdk==1.34.1
opentelemetry-semantic-conventions==0.55b1
ormsgpack==1.7.0
packaging==23.0
pandas==2.3.1
pandocfilters==1.5.0
parso==0.8.3
pathspec==0.11.2
pexpect==4.8.0
pickleshare==0.7.5
pip==24.3.1
platformdirs==3.11.0
pluggy==1.5.0
polars==1.30.0
prometheus-client==0.19.0
prompt-toolkit==3.0.41
propcache==0.3.0
protobuf==3.20.3
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.4.0
pyarrow==14.0.2
pyasn1==0.5.1
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pycurl==7.45.3
pydantic==2.10.0
pydantic_core==2.27.0
Pygments==2.18.0
pyOpenSSL==25.0.0
pyparsing==3.1.1
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.1.1
python-json-logger==2.0.7
pytz==2022.7.1
PyYAML==6.0.1
pyzmq==26.0.3
ray==2.48.0
referencing==0.36.2
requests==2.32.3
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==13.3.2
rpds-py==0.22.3
rsa==4.7.2
ruamel.yaml==0.18.10
ruamel.yaml.clib==0.2.8
s3transfer==0.6.2
scipy==1.11.4
Send2Trash==1.8.3
setuptools==75.8.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.1
sniffio==1.3.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.46.2
supervisor==4.2.5
tabulate==0.9.0
tensorboardX==2.6.2.2
termcolor==2.4.0
terminado==0.18.1
tinycss2==1.3.0
tornado==6.5.1
tqdm==4.64.1
traitlets==5.14.3
truststore==0.10.0
types-python-dateutil==2.9.0.20240316
typing_extensions==4.12.2
tzdata==2025.2
tzlocal==5.3
uri-template==1.3.0
urllib3==1.26.19
uvicorn==0.22.0
uvloop==0.21.0
virtualenv==20.29.1
watchfiles==0.19.0
wcwidth==0.2.13
webcolors==24.6.0
webencodings==0.5.1
websocket-client==1.8.0
websockets==11.0.3
wheel==0.45.1
widgetsnbextension==4.0.11
wrapt==1.14.1
y-py==0.6.2
yarl==1.18.3
ypy-websocket==0.8.4
zipp==3.19.2
zstandard==0.23.0

Conda packages

Debian packages

$adduser=$3.118ubuntu5
$apt=$2.4.12
$base-files=$12ubuntu4.6
$base-passwd=$3.5.52build1
$bash=$5.1-6ubuntu1.1
$bsdutils=$1:2.37.2-4ubuntu3.4
$ca-certificates=$20240203~22.04.1
$coreutils=$8.32-4.1ubuntu1.2
$cuda-compat-12-4=$550.54.15-1
$cuda-cudart-12-4=$12.4.127-1
$cuda-keyring=$1.1-1
$cuda-libraries-12-4=$12.4.1-1
$cuda-nvrtc-12-4=$12.4.127-1
$cuda-nvtx-12-4=$12.4.127-1
$cuda-opencl-12-4=$12.4.127-1
$cuda-toolkit-12-4-config-common=$12.4.127-1
$cuda-toolkit-12-config-common=$12.4.127-1
$cuda-toolkit-config-common=$12.4.127-1
$curl=$7.81.0-1ubuntu1.20
$dash=$0.5.11+git20210903+057cd650a4ed-3build1
$debconf=$1.5.79ubuntu1
$debianutils=$5.5-1ubuntu2
$diffutils=$1:3.8-0ubuntu2
$dirmngr=$2.2.27-3ubuntu2.1
$dpkg=$1.21.1ubuntu2.3
$dynolog=$0.3.2
$e2fsprogs=$1.46.5-2ubuntu1.1
$findutils=$4.8.0-1ubuntu3
$gcc-12-base=$12.3.0-1ubuntu1~22.04
$gdb=$12.1-0ubuntu1~22.04.2
$git=$1:2.34.1-1ubuntu1.15
$git-man=$1:2.34.1-1ubuntu1.15
$gnupg=$2.2.27-3ubuntu2.1
$gnupg-l10n=$2.2.27-3ubuntu2.1
$gnupg-utils=$2.2.27-3ubuntu2.1
$gnupg2=$2.2.27-3ubuntu2.1
$gpg=$2.2.27-3ubuntu2.1
$gpg-agent=$2.2.27-3ubuntu2.1
$gpg-wks-client=$2.2.27-3ubuntu2.1
$gpg-wks-server=$2.2.27-3ubuntu2.1
$gpgconf=$2.2.27-3ubuntu2.1
$gpgsm=$2.2.27-3ubuntu2.1
$gpgv=$2.2.27-3ubuntu2.1
$grep=$3.7-1build1
$gzip=$1.10-4ubuntu4.1
$hostname=$3.23ubuntu2
$init-system-helpers=$1.62
$less=$590-1ubuntu0.22.04.3
$libacl1=$2.3.1-1
$libapt-pkg6.0=$2.4.12
$libassuan0=$2.5.5-1build1
$libattr1=$1:2.5.1-1build1
$libaudit-common=$1:3.0.7-1build1
$libaudit1=$1:3.0.7-1build1
$libbabeltrace1=$1.5.8-2build1
$libblkid1=$2.37.2-4ubuntu3.4
$libboost-regex1.74.0=$1.74.0-14ubuntu3
$libbrotli1=$1.0.9-2build6
$libbsd0=$0.11.5-1
$libbz2-1.0=$1.0.8-5build1
$libc-bin=$2.35-0ubuntu3.6
$libc6=$2.35-0ubuntu3.6
$libcap-ng0=$0.7.9-2.2build3
$libcap2=$1:2.44-1ubuntu0.22.04.1
$libcbor0.8=$0.8.0-2ubuntu1
$libcom-err2=$1.46.5-2ubuntu1.1
$libcrypt1=$1:4.4.27-1
$libcublas-12-4=$12.4.5.8-1
$libcufft-12-4=$11.2.1.3-1
$libcufile-12-4=$1.9.1.3-1
$libcurand-12-4=$10.3.5.147-1
$libcurl3-gnutls=$7.81.0-1ubuntu1.20
$libcurl4=$7.81.0-1ubuntu1.20
$libcusolver-12-4=$11.6.1.9-1
$libcusparse-12-4=$12.3.1.170-1
$libdb5.3=$5.3.28+dfsg1-0.8ubuntu3
$libdebconfclient0=$0.261ubuntu1
$libdebuginfod-common=$0.186-1ubuntu0.1
$libdebuginfod1=$0.186-1ubuntu0.1
$libdw1=$0.186-1ubuntu0.1
$libedit2=$3.1-20210910-1build1
$libelf1=$0.186-1ubuntu0.1
$liberror-perl=$0.17029-1
$libexpat1=$2.4.7-1ubuntu0.6
$libext2fs2=$1.46.5-2ubuntu1.1
$libffi8=$3.4.2-4
$libfido2-1=$1.10.0-1
$libgcc-s1=$12.3.0-1ubuntu1~22.04
$libgcrypt20=$1.9.4-3ubuntu3
$libgdbm-compat4=$1.23-1
$libgdbm6=$1.23-1
$libglib2.0-0=$2.72.4-0ubuntu2.5
$libgmp10=$2:6.2.1+dfsg-3ubuntu1
$libgnutls30=$3.7.3-4ubuntu1.4
$libgpg-error0=$1.43-3
$libgssapi-krb5-2=$1.19.2-2ubuntu0.3
$libhogweed6=$3.7.3-1build2
$libicu70=$70.1-2
$libidn2-0=$2.3.2-2build1
$libipt2=$2.0.5-1
$libk5crypto3=$1.19.2-2ubuntu0.3
$libkeyutils1=$1.6.1-2ubuntu3
$libkrb5-3=$1.19.2-2ubuntu0.3
$libkrb5support0=$1.19.2-2ubuntu0.3
$libksba8=$1.6.0-2ubuntu0.2
$libldap-2.5-0=$2.5.17+dfsg-0ubuntu0.22.04.1
$liblz4-1=$1.9.3-2build2
$liblzma5=$5.2.5-2ubuntu1
$libmd0=$1.0.4-1build1
$libmount1=$2.37.2-4ubuntu3.4
$libmpdec3=$2.5.1-2build2
$libmpfr6=$4.1.0-3build3
$libnccl2=$2.21.5-1+cuda12.4
$libncurses6=$6.3-2ubuntu0.1
$libncursesw6=$6.3-2ubuntu0.1
$libnettle8=$3.7.3-1build2
$libnghttp2-14=$1.43.0-1ubuntu0.2
$libnpp-12-4=$12.2.5.30-1
$libnpth0=$1.6-3build2
$libnsl2=$1.3.0-2build2
$libnvfatbin-12-4=$12.4.127-1
$libnvjitlink-12-4=$12.4.127-1
$libnvjpeg-12-4=$12.3.1.117-1
$libp11-kit0=$0.24.0-6build1
$libpam-modules=$1.4.0-11ubuntu2.4
$libpam-modules-bin=$1.4.0-11ubuntu2.4
$libpam-runtime=$1.4.0-11ubuntu2.4
$libpam0g=$1.4.0-11ubuntu2.4
$libpcre2-8-0=$10.39-3ubuntu0.1
$libpcre3=$2:8.39-13ubuntu0.22.04.1
$libperl5.34=$5.34.0-3ubuntu1.4
$libpopt0=$1.18-3build1
$libprocps8=$2:3.3.17-6ubuntu2.1
$libpsl5=$0.21.0-1.2build2
$libpython3.10=$3.10.12-1~22.04.10
$libpython3.10-minimal=$3.10.12-1~22.04.10
$libpython3.10-stdlib=$3.10.12-1~22.04.10
$libreadline8=$8.1.2-1
$librtmp1=$2.4+20151223.gitfa8646d.1-2build4
$libsasl2-2=$2.1.27+dfsg2-3ubuntu1.2
$libsasl2-modules-db=$2.1.27+dfsg2-3ubuntu1.2
$libseccomp2=$2.5.3-2ubuntu2
$libselinux1=$3.3-1build2
$libsemanage-common=$3.3-1build2
$libsemanage2=$3.3-1build2
$libsepol2=$3.3-1build1
$libsmartcols1=$2.37.2-4ubuntu3.4
$libsource-highlight-common=$3.1.9-4.1build2
$libsource-highlight4v5=$3.1.9-4.1build2
$libsqlite3-0=$3.37.2-2ubuntu0.3
$libss2=$1.46.5-2ubuntu1.1
$libssh-4=$0.9.6-2ubuntu0.22.04.4
$libssl3=$3.0.2-0ubuntu1.15
$libstdc++6=$12.3.0-1ubuntu1~22.04
$libsystemd0=$249.11-0ubuntu3.12
$libtasn1-6=$4.18.0-4build1
$libtinfo6=$6.3-2ubuntu0.1
$libtirpc-common=$1.3.2-2ubuntu0.1
$libtirpc3=$1.3.2-2ubuntu0.1
$libudev1=$249.11-0ubuntu3.12
$libunistring2=$1.0-1
$libuuid1=$2.37.2-4ubuntu3.4
$libwrap0=$7.6.q-31build2
$libxxhash0=$0.8.1-1
$libzstd1=$1.4.8+dfsg-3build1
$login=$1:4.8.1-2ubuntu2.2
$logsave=$1.46.5-2ubuntu1.1
$lsb-base=$11.1.0ubuntu4
$mawk=$1.3.4.20200120-3
$media-types=$7.0.0
$mount=$2.37.2-4ubuntu3.4
$ncurses-base=$6.3-2ubuntu0.1
$ncurses-bin=$6.3-2ubuntu0.1
$netbase=$6.3
$openssh-client=$1:8.9p1-3ubuntu0.13
$openssh-server=$1:8.9p1-3ubuntu0.13
$openssh-sftp-server=$1:8.9p1-3ubuntu0.13
$openssl=$3.0.2-0ubuntu1.15
$passwd=$1:4.8.1-2ubuntu2.2
$perl=$5.34.0-3ubuntu1.4
$perl-base=$5.34.0-3ubuntu1.4
$perl-modules-5.34=$5.34.0-3ubuntu1.4
$pinentry-curses=$1.1.1-1build2
$procps=$2:3.3.17-6ubuntu2.1
$readline-common=$8.1.2-1
$rsync=$3.2.7-0ubuntu0.22.04.4
$sed=$4.8-1ubuntu2
$sensible-utils=$0.0.17
$sudo=$1.9.9-1ubuntu2.5
$sysvinit-utils=$3.01-1ubuntu1
$tar=$1.34+dfsg-1ubuntu0.1.22.04.2
$tzdata=$2025b-0ubuntu0.22.04.1
$ubuntu-keyring=$2021.03.26
$ucf=$3.0043
$unzip=$6.0-26ubuntu3.2
$usrmerge=$25ubuntu2
$util-linux=$2.37.2-4ubuntu3.4
$vim-common=$2:8.2.3995-1ubuntu2.24
$vim-tiny=$2:8.2.3995-1ubuntu2.24
$xxd=$2:8.2.3995-1ubuntu2.24
$zip=$3.0-12build2
$zlib1g=$1:1.2.11.dfsg-2ubuntu9.2

Ray 2.48.0, slim, CUDA version 12.3

The base image anyscale/ray:2.48.0-slim-py312-cu123 contains the following packages:

Pip packages

aiofiles==22.1.0
aiohappyeyeballs==2.6.1
aiohttp==3.11.16
aiohttp-cors==0.7.0
aiosignal==1.3.1
aiosqlite==0.19.0
annotated-types==0.6.0
anyio==3.7.1
anyscale==0.26.42
archspec==0.2.5
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
arrow==1.3.0
asttokens==2.4.1
attrs==25.1.0
Babel==2.13.1
backcall==0.2.0
beautifulsoup4==4.11.1
bleach==6.1.0
boltons==24.0.0
boto3==1.26.76
botocore==1.29.76
Brotli==1.1.0
cachetools==5.5.2
certifi==2025.1.31
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
cloudpickle==3.1.1
colorama==0.4.6
colorful==0.5.5
comm==0.2.0
conda==24.11.3
conda-libmamba-solver==24.9.0
conda-package-handling==2.4.0
conda_package_streaming==0.11.0
cryptography==44.0.3
cupy-cuda12x==13.1.0
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
distro==1.9.0
dm-tree==0.1.8
entrypoints==0.4
executing==2.0.1
Farama-Notifications==0.0.4
fastapi==0.115.12
fastjsonschema==2.19.0
fastrlock==0.8.2
filelock==3.17.0
fqdn==1.5.1
frozendict==2.4.6
frozenlist==1.4.1
fsspec==2023.5.0
gitdb==4.0.11
GitPython==3.1.40
google-api-core==1.34.0
google-auth==2.23.4
google-cloud-core==2.4.1
google-cloud-storage==2.14.0
google-crc32c==1.5.0
google-resumable-media==2.6.0
googleapis-common-protos==1.61.0
grpcio==1.66.2
gymnasium==1.0.0
h11==0.16.0
h2==4.1.0
hpack==4.0.0
httplib2==0.20.4
httptools==0.6.4
humanize==4.12.1
hyperframe==6.0.1
idna==3.7
importlib-metadata==6.11.0
ipykernel==6.27.1
ipython==8.12.3
ipython-genutils==0.2.0
ipywidgets==8.1.3
isoduration==20.11.0
jedi==0.19.1
Jinja2==3.1.6
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.4
jsonschema==4.23.0
jsonschema-specifications==2024.10.1
jupyter-client==7.3.4
jupyter_core==5.5.0
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==0.3.0
jupyterlab_server==2.24.0
jupyterlab_widgets==3.0.11
libmambapy==1.5.12
log-symbols==0.0.14
lxml==4.9.4
lz4==4.3.3
mamba==1.5.12
markdown-it-py==2.2.0
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mdurl==0.1.2
memray==1.10.0
menuinst==2.2.0
mistune==0.8.4
msgpack==1.0.7
multidict==6.0.5
nbclassic==1.0.0
nbclient==0.5.13
nbconvert==6.5.4
nbformat==5.9.2
nest-asyncio==1.5.8
notebook==6.5.7
notebook_shim==0.2.3
numpy==1.26.4
oauth2client==4.1.3
opencensus==0.11.3
opencensus-context==0.1.3
opentelemetry-api==1.34.1
opentelemetry-exporter-prometheus==0.55b1
opentelemetry-proto==1.27.0
opentelemetry-sdk==1.34.1
opentelemetry-semantic-conventions==0.55b1
ormsgpack==1.7.0
packaging==23.0
pandas==2.3.1
pandocfilters==1.5.0
parso==0.8.3
pathspec==0.11.2
pexpect==4.8.0
pickleshare==0.7.5
pip==24.3.1
platformdirs==3.11.0
pluggy==1.5.0
polars==1.30.0
prometheus-client==0.19.0
prompt-toolkit==3.0.41
propcache==0.3.0
protobuf==3.20.3
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.4.0
pyarrow==14.0.2
pyasn1==0.5.1
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pycurl==7.45.3
pydantic==2.10.0
pydantic_core==2.27.0
Pygments==2.18.0
pyOpenSSL==25.0.0
pyparsing==3.1.1
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.1.1
python-json-logger==2.0.7
pytz==2022.7.1
PyYAML==6.0.1
pyzmq==26.0.3
ray==2.48.0
referencing==0.36.2
requests==2.32.3
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==13.3.2
rpds-py==0.22.3
rsa==4.7.2
ruamel.yaml==0.18.10
ruamel.yaml.clib==0.2.8
s3transfer==0.6.2
scipy==1.11.4
Send2Trash==1.8.3
setuptools==75.8.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.1
sniffio==1.3.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.46.2
supervisor==4.2.5
tabulate==0.9.0
tensorboardX==2.6.2.2
termcolor==2.4.0
terminado==0.18.1
tinycss2==1.3.0
tornado==6.5.1
tqdm==4.64.1
traitlets==5.14.3
truststore==0.10.0
types-python-dateutil==2.9.0.20240316
typing_extensions==4.12.2
tzdata==2025.2
tzlocal==5.3
uri-template==1.3.0
urllib3==1.26.19
uvicorn==0.22.0
uvloop==0.21.0
virtualenv==20.29.1
watchfiles==0.19.0
wcwidth==0.2.13
webcolors==24.6.0
webencodings==0.5.1
websocket-client==1.8.0
websockets==11.0.3
wheel==0.45.1
widgetsnbextension==4.0.11
wrapt==1.14.1
y-py==0.6.2
yarl==1.18.3
ypy-websocket==0.8.4
zipp==3.19.2
zstandard==0.23.0

Conda packages

Debian packages

$adduser=$3.118ubuntu5
$apt=$2.4.11
$base-files=$12ubuntu4.5
$base-passwd=$3.5.52build1
$bash=$5.1-6ubuntu1
$bsdutils=$1:2.37.2-4ubuntu3
$ca-certificates=$20240203~22.04.1
$coreutils=$8.32-4.1ubuntu1.1
$cuda-compat-12-3=$545.23.08-1
$cuda-cudart-12-3=$12.3.101-1
$cuda-keyring=$1.0-1
$cuda-libraries-12-3=$12.3.2-1
$cuda-nvrtc-12-3=$12.3.107-1
$cuda-nvtx-12-3=$12.3.101-1
$cuda-opencl-12-3=$12.3.101-1
$cuda-toolkit-12-3-config-common=$12.3.101-1
$cuda-toolkit-12-config-common=$12.3.101-1
$cuda-toolkit-config-common=$12.3.101-1
$curl=$7.81.0-1ubuntu1.20
$dash=$0.5.11+git20210903+057cd650a4ed-3build1
$debconf=$1.5.79ubuntu1
$debianutils=$5.5-1ubuntu2
$diffutils=$1:3.8-0ubuntu2
$dirmngr=$2.2.27-3ubuntu2.1
$dpkg=$1.21.1ubuntu2.2
$dynolog=$0.3.2
$e2fsprogs=$1.46.5-2ubuntu1.1
$findutils=$4.8.0-1ubuntu3
$gcc-12-base=$12.3.0-1ubuntu1~22.04
$gdb=$12.1-0ubuntu1~22.04.2
$git=$1:2.34.1-1ubuntu1.15
$git-man=$1:2.34.1-1ubuntu1.15
$gnupg=$2.2.27-3ubuntu2.1
$gnupg-l10n=$2.2.27-3ubuntu2.1
$gnupg-utils=$2.2.27-3ubuntu2.1
$gnupg2=$2.2.27-3ubuntu2.1
$gpg=$2.2.27-3ubuntu2.1
$gpg-agent=$2.2.27-3ubuntu2.1
$gpg-wks-client=$2.2.27-3ubuntu2.1
$gpg-wks-server=$2.2.27-3ubuntu2.1
$gpgconf=$2.2.27-3ubuntu2.1
$gpgsm=$2.2.27-3ubuntu2.1
$gpgv=$2.2.27-3ubuntu2.1
$grep=$3.7-1build1
$gzip=$1.10-4ubuntu4.1
$hostname=$3.23ubuntu2
$init-system-helpers=$1.62
$less=$590-1ubuntu0.22.04.3
$libacl1=$2.3.1-1
$libapt-pkg6.0=$2.4.11
$libassuan0=$2.5.5-1build1
$libattr1=$1:2.5.1-1build1
$libaudit-common=$1:3.0.7-1build1
$libaudit1=$1:3.0.7-1build1
$libbabeltrace1=$1.5.8-2build1
$libblkid1=$2.37.2-4ubuntu3
$libboost-regex1.74.0=$1.74.0-14ubuntu3
$libbrotli1=$1.0.9-2build6
$libbsd0=$0.11.5-1
$libbz2-1.0=$1.0.8-5build1
$libc-bin=$2.35-0ubuntu3.6
$libc6=$2.35-0ubuntu3.6
$libcap-ng0=$0.7.9-2.2build3
$libcap2=$1:2.44-1ubuntu0.22.04.1
$libcbor0.8=$0.8.0-2ubuntu1
$libcom-err2=$1.46.5-2ubuntu1.1
$libcrypt1=$1:4.4.27-1
$libcublas-12-3=$12.3.4.1-1
$libcufft-12-3=$11.0.12.1-1
$libcufile-12-3=$1.8.1.2-1
$libcurand-12-3=$10.3.4.107-1
$libcurl3-gnutls=$7.81.0-1ubuntu1.20
$libcurl4=$7.81.0-1ubuntu1.20
$libcusolver-12-3=$11.5.4.101-1
$libcusparse-12-3=$12.2.0.103-1
$libdb5.3=$5.3.28+dfsg1-0.8ubuntu3
$libdebconfclient0=$0.261ubuntu1
$libdebuginfod-common=$0.186-1ubuntu0.1
$libdebuginfod1=$0.186-1ubuntu0.1
$libdw1=$0.186-1ubuntu0.1
$libedit2=$3.1-20210910-1build1
$libelf1=$0.186-1ubuntu0.1
$liberror-perl=$0.17029-1
$libexpat1=$2.4.7-1ubuntu0.6
$libext2fs2=$1.46.5-2ubuntu1.1
$libffi8=$3.4.2-4
$libfido2-1=$1.10.0-1
$libgcc-s1=$12.3.0-1ubuntu1~22.04
$libgcrypt20=$1.9.4-3ubuntu3
$libgdbm-compat4=$1.23-1
$libgdbm6=$1.23-1
$libglib2.0-0=$2.72.4-0ubuntu2.5
$libgmp10=$2:6.2.1+dfsg-3ubuntu1
$libgnutls30=$3.7.3-4ubuntu1.4
$libgpg-error0=$1.43-3
$libgssapi-krb5-2=$1.19.2-2ubuntu0.3
$libhogweed6=$3.7.3-1build2
$libicu70=$70.1-2
$libidn2-0=$2.3.2-2build1
$libipt2=$2.0.5-1
$libk5crypto3=$1.19.2-2ubuntu0.3
$libkeyutils1=$1.6.1-2ubuntu3
$libkrb5-3=$1.19.2-2ubuntu0.3
$libkrb5support0=$1.19.2-2ubuntu0.3
$libksba8=$1.6.0-2ubuntu0.2
$libldap-2.5-0=$2.5.16+dfsg-0ubuntu0.22.04.2
$liblz4-1=$1.9.3-2build2
$liblzma5=$5.2.5-2ubuntu1
$libmd0=$1.0.4-1build1
$libmount1=$2.37.2-4ubuntu3
$libmpdec3=$2.5.1-2build2
$libmpfr6=$4.1.0-3build3
$libnccl2=$2.20.3-1+cuda12.3
$libncurses6=$6.3-2ubuntu0.1
$libncursesw6=$6.3-2ubuntu0.1
$libnettle8=$3.7.3-1build2
$libnghttp2-14=$1.43.0-1ubuntu0.2
$libnpp-12-3=$12.2.3.2-1
$libnpth0=$1.6-3build2
$libnsl2=$1.3.0-2build2
$libnvjitlink-12-3=$12.3.101-1
$libnvjpeg-12-3=$12.3.0.81-1
$libp11-kit0=$0.24.0-6build1
$libpam-modules=$1.4.0-11ubuntu2.4
$libpam-modules-bin=$1.4.0-11ubuntu2.4
$libpam-runtime=$1.4.0-11ubuntu2.4
$libpam0g=$1.4.0-11ubuntu2.4
$libpcre2-8-0=$10.39-3ubuntu0.1
$libpcre3=$2:8.39-13ubuntu0.22.04.1
$libperl5.34=$5.34.0-3ubuntu1.4
$libpopt0=$1.18-3build1
$libprocps8=$2:3.3.17-6ubuntu2.1
$libpsl5=$0.21.0-1.2build2
$libpython3.10=$3.10.12-1~22.04.10
$libpython3.10-minimal=$3.10.12-1~22.04.10
$libpython3.10-stdlib=$3.10.12-1~22.04.10
$libreadline8=$8.1.2-1
$librtmp1=$2.4+20151223.gitfa8646d.1-2build4
$libsasl2-2=$2.1.27+dfsg2-3ubuntu1.2
$libsasl2-modules-db=$2.1.27+dfsg2-3ubuntu1.2
$libseccomp2=$2.5.3-2ubuntu2
$libselinux1=$3.3-1build2
$libsemanage-common=$3.3-1build2
$libsemanage2=$3.3-1build2
$libsepol2=$3.3-1build1
$libsmartcols1=$2.37.2-4ubuntu3
$libsource-highlight-common=$3.1.9-4.1build2
$libsource-highlight4v5=$3.1.9-4.1build2
$libsqlite3-0=$3.37.2-2ubuntu0.3
$libss2=$1.46.5-2ubuntu1.1
$libssh-4=$0.9.6-2ubuntu0.22.04.4
$libssl3=$3.0.2-0ubuntu1.14
$libstdc++6=$12.3.0-1ubuntu1~22.04
$libsystemd0=$249.11-0ubuntu3.12
$libtasn1-6=$4.18.0-4build1
$libtinfo6=$6.3-2ubuntu0.1
$libtirpc-common=$1.3.2-2ubuntu0.1
$libtirpc3=$1.3.2-2ubuntu0.1
$libudev1=$249.11-0ubuntu3.12
$libunistring2=$1.0-1
$libuuid1=$2.37.2-4ubuntu3
$libwrap0=$7.6.q-31build2
$libxxhash0=$0.8.1-1
$libzstd1=$1.4.8+dfsg-3build1
$login=$1:4.8.1-2ubuntu2.1
$logsave=$1.46.5-2ubuntu1.1
$lsb-base=$11.1.0ubuntu4
$mawk=$1.3.4.20200120-3
$media-types=$7.0.0
$mount=$2.37.2-4ubuntu3
$ncurses-base=$6.3-2ubuntu0.1
$ncurses-bin=$6.3-2ubuntu0.1
$netbase=$6.3
$openssh-client=$1:8.9p1-3ubuntu0.13
$openssh-server=$1:8.9p1-3ubuntu0.13
$openssh-sftp-server=$1:8.9p1-3ubuntu0.13
$openssl=$3.0.2-0ubuntu1.15
$passwd=$1:4.8.1-2ubuntu2.1
$perl=$5.34.0-3ubuntu1.4
$perl-base=$5.34.0-3ubuntu1.4
$perl-modules-5.34=$5.34.0-3ubuntu1.4
$pinentry-curses=$1.1.1-1build2
$procps=$2:3.3.17-6ubuntu2.1
$readline-common=$8.1.2-1
$rsync=$3.2.7-0ubuntu0.22.04.4
$sed=$4.8-1ubuntu2
$sensible-utils=$0.0.17
$sudo=$1.9.9-1ubuntu2.5
$sysvinit-utils=$3.01-1ubuntu1
$tar=$1.34+dfsg-1ubuntu0.1.22.04.2
$tzdata=$2025b-0ubuntu0.22.04.1
$ubuntu-keyring=$2021.03.26
$ucf=$3.0043
$unzip=$6.0-26ubuntu3.2
$usrmerge=$25ubuntu2
$util-linux=$2.37.2-4ubuntu3
$vim-common=$2:8.2.3995-1ubuntu2.24
$vim-tiny=$2:8.2.3995-1ubuntu2.24
$xxd=$2:8.2.3995-1ubuntu2.24
$zip=$3.0-12build2
$zlib1g=$1:1.2.11.dfsg-2ubuntu9.2

Ray 2.48.0, slim, CUDA version 12.1

The base image anyscale/ray:2.48.0-slim-py312-cu121 contains the following packages:

Pip packages

aiofiles==22.1.0
aiohappyeyeballs==2.6.1
aiohttp==3.11.16
aiohttp-cors==0.7.0
aiosignal==1.3.1
aiosqlite==0.19.0
annotated-types==0.6.0
anyio==3.7.1
anyscale==0.26.42
archspec==0.2.5
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
arrow==1.3.0
asttokens==2.4.1
attrs==25.1.0
Babel==2.13.1
backcall==0.2.0
beautifulsoup4==4.11.1
bleach==6.1.0
boltons==24.0.0
boto3==1.26.76
botocore==1.29.76
Brotli==1.1.0
cachetools==5.5.2
certifi==2025.1.31
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
cloudpickle==3.1.1
colorama==0.4.6
colorful==0.5.5
comm==0.2.0
conda==24.11.3
conda-libmamba-solver==24.9.0
conda-package-handling==2.4.0
conda_package_streaming==0.11.0
cryptography==44.0.3
cupy-cuda12x==13.1.0
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
distro==1.9.0
dm-tree==0.1.8
entrypoints==0.4
executing==2.0.1
Farama-Notifications==0.0.4
fastapi==0.115.12
fastjsonschema==2.19.0
fastrlock==0.8.2
filelock==3.17.0
fqdn==1.5.1
frozendict==2.4.6
frozenlist==1.4.1
fsspec==2023.5.0
gitdb==4.0.11
GitPython==3.1.40
google-api-core==1.34.0
google-auth==2.23.4
google-cloud-core==2.4.1
google-cloud-storage==2.14.0
google-crc32c==1.5.0
google-resumable-media==2.6.0
googleapis-common-protos==1.61.0
grpcio==1.66.2
gymnasium==1.0.0
h11==0.16.0
h2==4.1.0
hpack==4.0.0
httplib2==0.20.4
httptools==0.6.4
humanize==4.12.1
hyperframe==6.0.1
idna==3.7
importlib-metadata==6.11.0
ipykernel==6.27.1
ipython==8.12.3
ipython-genutils==0.2.0
ipywidgets==8.1.3
isoduration==20.11.0
jedi==0.19.1
Jinja2==3.1.6
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.4
jsonschema==4.23.0
jsonschema-specifications==2024.10.1
jupyter-client==7.3.4
jupyter_core==5.5.0
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==0.3.0
jupyterlab_server==2.24.0
jupyterlab_widgets==3.0.11
libmambapy==1.5.12
log-symbols==0.0.14
lxml==4.9.4
lz4==4.3.3
mamba==1.5.12
markdown-it-py==2.2.0
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mdurl==0.1.2
memray==1.10.0
menuinst==2.2.0
mistune==0.8.4
msgpack==1.0.7
multidict==6.0.5
nbclassic==1.0.0
nbclient==0.5.13
nbconvert==6.5.4
nbformat==5.9.2
nest-asyncio==1.5.8
notebook==6.5.7
notebook_shim==0.2.3
numpy==1.26.4
oauth2client==4.1.3
opencensus==0.11.3
opencensus-context==0.1.3
opentelemetry-api==1.34.1
opentelemetry-exporter-prometheus==0.55b1
opentelemetry-proto==1.27.0
opentelemetry-sdk==1.34.1
opentelemetry-semantic-conventions==0.55b1
ormsgpack==1.7.0
packaging==23.0
pandas==2.3.1
pandocfilters==1.5.0
parso==0.8.3
pathspec==0.11.2
pexpect==4.8.0
pickleshare==0.7.5
pip==24.3.1
platformdirs==3.11.0
pluggy==1.5.0
polars==1.30.0
prometheus-client==0.19.0
prompt-toolkit==3.0.41
propcache==0.3.0
protobuf==3.20.3
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.4.0
pyarrow==14.0.2
pyasn1==0.5.1
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pycurl==7.45.3
pydantic==2.10.0
pydantic_core==2.27.0
Pygments==2.18.0
pyOpenSSL==25.0.0
pyparsing==3.1.1
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.1.1
python-json-logger==2.0.7
pytz==2022.7.1
PyYAML==6.0.1
pyzmq==26.0.3
ray==2.48.0
referencing==0.36.2
requests==2.32.3
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==13.3.2
rpds-py==0.22.3
rsa==4.7.2
ruamel.yaml==0.18.10
ruamel.yaml.clib==0.2.8
s3transfer==0.6.2
scipy==1.11.4
Send2Trash==1.8.3
setuptools==75.8.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.1
sniffio==1.3.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.46.2
supervisor==4.2.5
tabulate==0.9.0
tensorboardX==2.6.2.2
termcolor==2.4.0
terminado==0.18.1
tinycss2==1.3.0
tornado==6.5.1
tqdm==4.64.1
traitlets==5.14.3
truststore==0.10.0
types-python-dateutil==2.9.0.20240316
typing_extensions==4.12.2
tzdata==2025.2
tzlocal==5.3
uri-template==1.3.0
urllib3==1.26.19
uvicorn==0.22.0
uvloop==0.21.0
virtualenv==20.29.1
watchfiles==0.19.0
wcwidth==0.2.13
webcolors==24.6.0
webencodings==0.5.1
websocket-client==1.8.0
websockets==11.0.3
wheel==0.45.1
widgetsnbextension==4.0.11
wrapt==1.14.1
y-py==0.6.2
yarl==1.18.3
ypy-websocket==0.8.4
zipp==3.19.2
zstandard==0.23.0

Conda packages

Debian packages

$adduser=$3.118ubuntu5
$apt=$2.4.10
$base-files=$12ubuntu4.4
$base-passwd=$3.5.52build1
$bash=$5.1-6ubuntu1
$bsdutils=$1:2.37.2-4ubuntu3
$ca-certificates=$20240203~22.04.1
$coreutils=$8.32-4.1ubuntu1
$cuda-compat-12-1=$530.30.02-1
$cuda-cudart-12-1=$12.1.105-1
$cuda-keyring=$1.0-1
$cuda-libraries-12-1=$12.1.1-1
$cuda-nvrtc-12-1=$12.1.105-1
$cuda-nvtx-12-1=$12.1.105-1
$cuda-opencl-12-1=$12.1.105-1
$cuda-toolkit-12-1-config-common=$12.1.105-1
$cuda-toolkit-12-config-common=$12.3.52-1
$cuda-toolkit-config-common=$12.3.52-1
$curl=$7.81.0-1ubuntu1.20
$dash=$0.5.11+git20210903+057cd650a4ed-3build1
$debconf=$1.5.79ubuntu1
$debianutils=$5.5-1ubuntu2
$diffutils=$1:3.8-0ubuntu2
$dirmngr=$2.2.27-3ubuntu2.1
$dpkg=$1.21.1ubuntu2.2
$dynolog=$0.3.2
$e2fsprogs=$1.46.5-2ubuntu1.1
$findutils=$4.8.0-1ubuntu3
$gcc-12-base=$12.3.0-1ubuntu1~22.04
$gdb=$12.1-0ubuntu1~22.04.2
$git=$1:2.34.1-1ubuntu1.15
$git-man=$1:2.34.1-1ubuntu1.15
$gnupg=$2.2.27-3ubuntu2.1
$gnupg-l10n=$2.2.27-3ubuntu2.1
$gnupg-utils=$2.2.27-3ubuntu2.1
$gnupg2=$2.2.27-3ubuntu2.1
$gpg=$2.2.27-3ubuntu2.1
$gpg-agent=$2.2.27-3ubuntu2.1
$gpg-wks-client=$2.2.27-3ubuntu2.1
$gpg-wks-server=$2.2.27-3ubuntu2.1
$gpgconf=$2.2.27-3ubuntu2.1
$gpgsm=$2.2.27-3ubuntu2.1
$gpgv=$2.2.27-3ubuntu2.1
$grep=$3.7-1build1
$gzip=$1.10-4ubuntu4.1
$hostname=$3.23ubuntu2
$init-system-helpers=$1.62
$less=$590-1ubuntu0.22.04.3
$libacl1=$2.3.1-1
$libapt-pkg6.0=$2.4.10
$libassuan0=$2.5.5-1build1
$libattr1=$1:2.5.1-1build1
$libaudit-common=$1:3.0.7-1build1
$libaudit1=$1:3.0.7-1build1
$libbabeltrace1=$1.5.8-2build1
$libblkid1=$2.37.2-4ubuntu3
$libboost-regex1.74.0=$1.74.0-14ubuntu3
$libbrotli1=$1.0.9-2build6
$libbsd0=$0.11.5-1
$libbz2-1.0=$1.0.8-5build1
$libc-bin=$2.35-0ubuntu3.4
$libc6=$2.35-0ubuntu3.4
$libcap-ng0=$0.7.9-2.2build3
$libcap2=$1:2.44-1ubuntu0.22.04.1
$libcbor0.8=$0.8.0-2ubuntu1
$libcom-err2=$1.46.5-2ubuntu1.1
$libcrypt1=$1:4.4.27-1
$libcublas-12-1=$12.1.3.1-1
$libcufft-12-1=$11.0.2.54-1
$libcufile-12-1=$1.6.1.9-1
$libcurand-12-1=$10.3.2.106-1
$libcurl3-gnutls=$7.81.0-1ubuntu1.20
$libcurl4=$7.81.0-1ubuntu1.20
$libcusolver-12-1=$11.4.5.107-1
$libcusparse-12-1=$12.1.0.106-1
$libdb5.3=$5.3.28+dfsg1-0.8ubuntu3
$libdebconfclient0=$0.261ubuntu1
$libdebuginfod-common=$0.186-1ubuntu0.1
$libdebuginfod1=$0.186-1ubuntu0.1
$libdw1=$0.186-1ubuntu0.1
$libedit2=$3.1-20210910-1build1
$libelf1=$0.186-1ubuntu0.1
$liberror-perl=$0.17029-1
$libexpat1=$2.4.7-1ubuntu0.6
$libext2fs2=$1.46.5-2ubuntu1.1
$libffi8=$3.4.2-4
$libfido2-1=$1.10.0-1
$libgcc-s1=$12.3.0-1ubuntu1~22.04
$libgcrypt20=$1.9.4-3ubuntu3
$libgdbm-compat4=$1.23-1
$libgdbm6=$1.23-1
$libglib2.0-0=$2.72.4-0ubuntu2.5
$libgmp10=$2:6.2.1+dfsg-3ubuntu1
$libgnutls30=$3.7.3-4ubuntu1.2
$libgpg-error0=$1.43-3
$libgssapi-krb5-2=$1.19.2-2ubuntu0.2
$libhogweed6=$3.7.3-1build2
$libicu70=$70.1-2
$libidn2-0=$2.3.2-2build1
$libipt2=$2.0.5-1
$libk5crypto3=$1.19.2-2ubuntu0.2
$libkeyutils1=$1.6.1-2ubuntu3
$libkrb5-3=$1.19.2-2ubuntu0.2
$libkrb5support0=$1.19.2-2ubuntu0.2
$libksba8=$1.6.0-2ubuntu0.2
$libldap-2.5-0=$2.5.16+dfsg-0ubuntu0.22.04.1
$liblz4-1=$1.9.3-2build2
$liblzma5=$5.2.5-2ubuntu1
$libmd0=$1.0.4-1build1
$libmount1=$2.37.2-4ubuntu3
$libmpdec3=$2.5.1-2build2
$libmpfr6=$4.1.0-3build3
$libnccl2=$2.17.1-1+cuda12.1
$libncurses6=$6.3-2ubuntu0.1
$libncursesw6=$6.3-2ubuntu0.1
$libnettle8=$3.7.3-1build2
$libnghttp2-14=$1.43.0-1ubuntu0.2
$libnpp-12-1=$12.1.0.40-1
$libnpth0=$1.6-3build2
$libnsl2=$1.3.0-2build2
$libnvjitlink-12-1=$12.1.105-1
$libnvjpeg-12-1=$12.2.0.2-1
$libp11-kit0=$0.24.0-6build1
$libpam-modules=$1.4.0-11ubuntu2.3
$libpam-modules-bin=$1.4.0-11ubuntu2.3
$libpam-runtime=$1.4.0-11ubuntu2.3
$libpam0g=$1.4.0-11ubuntu2.3
$libpcre2-8-0=$10.39-3ubuntu0.1
$libpcre3=$2:8.39-13ubuntu0.22.04.1
$libperl5.34=$5.34.0-3ubuntu1.4
$libpopt0=$1.18-3build1
$libprocps8=$2:3.3.17-6ubuntu2
$libpsl5=$0.21.0-1.2build2
$libpython3.10=$3.10.12-1~22.04.10
$libpython3.10-minimal=$3.10.12-1~22.04.10
$libpython3.10-stdlib=$3.10.12-1~22.04.10
$libreadline8=$8.1.2-1
$librtmp1=$2.4+20151223.gitfa8646d.1-2build4
$libsasl2-2=$2.1.27+dfsg2-3ubuntu1.2
$libsasl2-modules-db=$2.1.27+dfsg2-3ubuntu1.2
$libseccomp2=$2.5.3-2ubuntu2
$libselinux1=$3.3-1build2
$libsemanage-common=$3.3-1build2
$libsemanage2=$3.3-1build2
$libsepol2=$3.3-1build1
$libsmartcols1=$2.37.2-4ubuntu3
$libsource-highlight-common=$3.1.9-4.1build2
$libsource-highlight4v5=$3.1.9-4.1build2
$libsqlite3-0=$3.37.2-2ubuntu0.1
$libss2=$1.46.5-2ubuntu1.1
$libssh-4=$0.9.6-2ubuntu0.22.04.4
$libssl3=$3.0.2-0ubuntu1.10
$libstdc++6=$12.3.0-1ubuntu1~22.04
$libsystemd0=$249.11-0ubuntu3.10
$libtasn1-6=$4.18.0-4build1
$libtinfo6=$6.3-2ubuntu0.1
$libtirpc-common=$1.3.2-2ubuntu0.1
$libtirpc3=$1.3.2-2ubuntu0.1
$libudev1=$249.11-0ubuntu3.10
$libunistring2=$1.0-1
$libuuid1=$2.37.2-4ubuntu3
$libwrap0=$7.6.q-31build2
$libxxhash0=$0.8.1-1
$libzstd1=$1.4.8+dfsg-3build1
$login=$1:4.8.1-2ubuntu2.1
$logsave=$1.46.5-2ubuntu1.1
$lsb-base=$11.1.0ubuntu4
$mawk=$1.3.4.20200120-3
$media-types=$7.0.0
$mount=$2.37.2-4ubuntu3
$ncurses-base=$6.3-2ubuntu0.1
$ncurses-bin=$6.3-2ubuntu0.1
$netbase=$6.3
$openssh-client=$1:8.9p1-3ubuntu0.13
$openssh-server=$1:8.9p1-3ubuntu0.13
$openssh-sftp-server=$1:8.9p1-3ubuntu0.13
$openssl=$3.0.2-0ubuntu1.12
$passwd=$1:4.8.1-2ubuntu2.1
$perl=$5.34.0-3ubuntu1.4
$perl-base=$5.34.0-3ubuntu1.4
$perl-modules-5.34=$5.34.0-3ubuntu1.4
$pinentry-curses=$1.1.1-1build2
$procps=$2:3.3.17-6ubuntu2
$readline-common=$8.1.2-1
$rsync=$3.2.7-0ubuntu0.22.04.4
$sed=$4.8-1ubuntu2
$sensible-utils=$0.0.17
$sudo=$1.9.9-1ubuntu2.5
$sysvinit-utils=$3.01-1ubuntu1
$tar=$1.34+dfsg-1ubuntu0.1.22.04.1
$tzdata=$2025b-0ubuntu0.22.04.1
$ubuntu-keyring=$2021.03.26
$ucf=$3.0043
$unzip=$6.0-26ubuntu3.2
$usrmerge=$25ubuntu2
$util-linux=$2.37.2-4ubuntu3
$vim-common=$2:8.2.3995-1ubuntu2.24
$vim-tiny=$2:8.2.3995-1ubuntu2.24
$xxd=$2:8.2.3995-1ubuntu2.24
$zip=$3.0-12build2
$zlib1g=$1:1.2.11.dfsg-2ubuntu9.2

Ray 2.48.0, slim, CUDA version 11.8

The base image anyscale/ray:2.48.0-slim-py312-cu118 contains the following packages:

Pip packages

aiofiles==22.1.0
aiohappyeyeballs==2.6.1
aiohttp==3.11.16
aiohttp-cors==0.7.0
aiosignal==1.3.1
aiosqlite==0.19.0
annotated-types==0.6.0
anyio==3.7.1
anyscale==0.26.42
archspec==0.2.5
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
arrow==1.3.0
asttokens==2.4.1
attrs==25.1.0
Babel==2.13.1
backcall==0.2.0
beautifulsoup4==4.11.1
bleach==6.1.0
boltons==24.0.0
boto3==1.26.76
botocore==1.29.76
Brotli==1.1.0
cachetools==5.5.2
certifi==2025.1.31
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
cloudpickle==3.1.1
colorama==0.4.6
colorful==0.5.5
comm==0.2.0
conda==24.11.3
conda-libmamba-solver==24.9.0
conda-package-handling==2.4.0
conda_package_streaming==0.11.0
cryptography==44.0.3
cupy-cuda12x==13.1.0
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
distro==1.9.0
dm-tree==0.1.8
entrypoints==0.4
executing==2.0.1
Farama-Notifications==0.0.4
fastapi==0.115.12
fastjsonschema==2.19.0
fastrlock==0.8.2
filelock==3.17.0
fqdn==1.5.1
frozendict==2.4.6
frozenlist==1.4.1
fsspec==2023.5.0
gitdb==4.0.11
GitPython==3.1.40
google-api-core==1.34.0
google-auth==2.23.4
google-cloud-core==2.4.1
google-cloud-storage==2.14.0
google-crc32c==1.5.0
google-resumable-media==2.6.0
googleapis-common-protos==1.61.0
grpcio==1.66.2
gymnasium==1.0.0
h11==0.16.0
h2==4.1.0
hpack==4.0.0
httplib2==0.20.4
httptools==0.6.4
humanize==4.12.1
hyperframe==6.0.1
idna==3.7
importlib-metadata==6.11.0
ipykernel==6.27.1
ipython==8.12.3
ipython-genutils==0.2.0
ipywidgets==8.1.3
isoduration==20.11.0
jedi==0.19.1
Jinja2==3.1.6
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.4
jsonschema==4.23.0
jsonschema-specifications==2024.10.1
jupyter-client==7.3.4
jupyter_core==5.5.0
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==0.3.0
jupyterlab_server==2.24.0
jupyterlab_widgets==3.0.11
libmambapy==1.5.12
log-symbols==0.0.14
lxml==4.9.4
lz4==4.3.3
mamba==1.5.12
markdown-it-py==2.2.0
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mdurl==0.1.2
memray==1.10.0
menuinst==2.2.0
mistune==0.8.4
msgpack==1.0.7
multidict==6.0.5
nbclassic==1.0.0
nbclient==0.5.13
nbconvert==6.5.4
nbformat==5.9.2
nest-asyncio==1.5.8
notebook==6.5.7
notebook_shim==0.2.3
numpy==1.26.4
oauth2client==4.1.3
opencensus==0.11.3
opencensus-context==0.1.3
opentelemetry-api==1.34.1
opentelemetry-exporter-prometheus==0.55b1
opentelemetry-proto==1.27.0
opentelemetry-sdk==1.34.1
opentelemetry-semantic-conventions==0.55b1
ormsgpack==1.7.0
packaging==23.0
pandas==2.3.1
pandocfilters==1.5.0
parso==0.8.3
pathspec==0.11.2
pexpect==4.8.0
pickleshare==0.7.5
pip==24.3.1
platformdirs==3.11.0
pluggy==1.5.0
polars==1.30.0
prometheus-client==0.19.0
prompt-toolkit==3.0.41
propcache==0.3.0
protobuf==3.20.3
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.4.0
pyarrow==14.0.2
pyasn1==0.5.1
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pycurl==7.45.3
pydantic==2.10.0
pydantic_core==2.27.0
Pygments==2.18.0
pyOpenSSL==25.0.0
pyparsing==3.1.1
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.1.1
python-json-logger==2.0.7
pytz==2022.7.1
PyYAML==6.0.1
pyzmq==26.0.3
ray==2.48.0
referencing==0.36.2
requests==2.32.3
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==13.3.2
rpds-py==0.22.3
rsa==4.7.2
ruamel.yaml==0.18.10
ruamel.yaml.clib==0.2.8
s3transfer==0.6.2
scipy==1.11.4
Send2Trash==1.8.3
setuptools==75.8.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.1
sniffio==1.3.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.46.2
supervisor==4.2.5
tabulate==0.9.0
tensorboardX==2.6.2.2
termcolor==2.4.0
terminado==0.18.1
tinycss2==1.3.0
tornado==6.5.1
tqdm==4.64.1
traitlets==5.14.3
truststore==0.10.0
types-python-dateutil==2.9.0.20240316
typing_extensions==4.12.2
tzdata==2025.2
tzlocal==5.3
uri-template==1.3.0
urllib3==1.26.19
uvicorn==0.22.0
uvloop==0.21.0
virtualenv==20.29.1
watchfiles==0.19.0
wcwidth==0.2.13
webcolors==24.6.0
webencodings==0.5.1
websocket-client==1.8.0
websockets==11.0.3
wheel==0.45.1
widgetsnbextension==4.0.11
wrapt==1.14.1
y-py==0.6.2
yarl==1.18.3
ypy-websocket==0.8.4
zipp==3.19.2
zstandard==0.23.0

Conda packages

Debian packages

$adduser=$3.118ubuntu5
$apt=$2.4.10
$base-files=$12ubuntu4.4
$base-passwd=$3.5.52build1
$bash=$5.1-6ubuntu1
$bsdutils=$1:2.37.2-4ubuntu3
$ca-certificates=$20240203~22.04.1
$coreutils=$8.32-4.1ubuntu1
$cuda-compat-11-8=$520.61.05-1
$cuda-cudart-11-8=$11.8.89-1
$cuda-keyring=$1.0-1
$cuda-libraries-11-8=$11.8.0-1
$cuda-nvrtc-11-8=$11.8.89-1
$cuda-nvtx-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=$12.3.52-1
$curl=$7.81.0-1ubuntu1.20
$dash=$0.5.11+git20210903+057cd650a4ed-3build1
$debconf=$1.5.79ubuntu1
$debianutils=$5.5-1ubuntu2
$diffutils=$1:3.8-0ubuntu2
$dirmngr=$2.2.27-3ubuntu2.1
$dpkg=$1.21.1ubuntu2.2
$dynolog=$0.3.2
$e2fsprogs=$1.46.5-2ubuntu1.1
$findutils=$4.8.0-1ubuntu3
$gcc-12-base=$12.3.0-1ubuntu1~22.04
$gdb=$12.1-0ubuntu1~22.04.2
$git=$1:2.34.1-1ubuntu1.15
$git-man=$1:2.34.1-1ubuntu1.15
$gnupg=$2.2.27-3ubuntu2.1
$gnupg-l10n=$2.2.27-3ubuntu2.1
$gnupg-utils=$2.2.27-3ubuntu2.1
$gnupg2=$2.2.27-3ubuntu2.1
$gpg=$2.2.27-3ubuntu2.1
$gpg-agent=$2.2.27-3ubuntu2.1
$gpg-wks-client=$2.2.27-3ubuntu2.1
$gpg-wks-server=$2.2.27-3ubuntu2.1
$gpgconf=$2.2.27-3ubuntu2.1
$gpgsm=$2.2.27-3ubuntu2.1
$gpgv=$2.2.27-3ubuntu2.1
$grep=$3.7-1build1
$gzip=$1.10-4ubuntu4.1
$hostname=$3.23ubuntu2
$init-system-helpers=$1.62
$less=$590-1ubuntu0.22.04.3
$libacl1=$2.3.1-1
$libapt-pkg6.0=$2.4.10
$libassuan0=$2.5.5-1build1
$libattr1=$1:2.5.1-1build1
$libaudit-common=$1:3.0.7-1build1
$libaudit1=$1:3.0.7-1build1
$libbabeltrace1=$1.5.8-2build1
$libblkid1=$2.37.2-4ubuntu3
$libboost-regex1.74.0=$1.74.0-14ubuntu3
$libbrotli1=$1.0.9-2build6
$libbsd0=$0.11.5-1
$libbz2-1.0=$1.0.8-5build1
$libc-bin=$2.35-0ubuntu3.4
$libc6=$2.35-0ubuntu3.4
$libcap-ng0=$0.7.9-2.2build3
$libcap2=$1:2.44-1ubuntu0.22.04.1
$libcbor0.8=$0.8.0-2ubuntu1
$libcom-err2=$1.46.5-2ubuntu1.1
$libcrypt1=$1:4.4.27-1
$libcublas-11-8=$11.11.3.6-1
$libcufft-11-8=$10.9.0.58-1
$libcufile-11-8=$1.4.0.31-1
$libcurand-11-8=$10.3.0.86-1
$libcurl3-gnutls=$7.81.0-1ubuntu1.20
$libcurl4=$7.81.0-1ubuntu1.20
$libcusolver-11-8=$11.4.1.48-1
$libcusparse-11-8=$11.7.5.86-1
$libdb5.3=$5.3.28+dfsg1-0.8ubuntu3
$libdebconfclient0=$0.261ubuntu1
$libdebuginfod-common=$0.186-1ubuntu0.1
$libdebuginfod1=$0.186-1ubuntu0.1
$libdw1=$0.186-1ubuntu0.1
$libedit2=$3.1-20210910-1build1
$libelf1=$0.186-1ubuntu0.1
$liberror-perl=$0.17029-1
$libexpat1=$2.4.7-1ubuntu0.6
$libext2fs2=$1.46.5-2ubuntu1.1
$libffi8=$3.4.2-4
$libfido2-1=$1.10.0-1
$libgcc-s1=$12.3.0-1ubuntu1~22.04
$libgcrypt20=$1.9.4-3ubuntu3
$libgdbm-compat4=$1.23-1
$libgdbm6=$1.23-1
$libglib2.0-0=$2.72.4-0ubuntu2.5
$libgmp10=$2:6.2.1+dfsg-3ubuntu1
$libgnutls30=$3.7.3-4ubuntu1.2
$libgpg-error0=$1.43-3
$libgssapi-krb5-2=$1.19.2-2ubuntu0.2
$libhogweed6=$3.7.3-1build2
$libicu70=$70.1-2
$libidn2-0=$2.3.2-2build1
$libipt2=$2.0.5-1
$libk5crypto3=$1.19.2-2ubuntu0.2
$libkeyutils1=$1.6.1-2ubuntu3
$libkrb5-3=$1.19.2-2ubuntu0.2
$libkrb5support0=$1.19.2-2ubuntu0.2
$libksba8=$1.6.0-2ubuntu0.2
$libldap-2.5-0=$2.5.16+dfsg-0ubuntu0.22.04.1
$liblz4-1=$1.9.3-2build2
$liblzma5=$5.2.5-2ubuntu1
$libmd0=$1.0.4-1build1
$libmount1=$2.37.2-4ubuntu3
$libmpdec3=$2.5.1-2build2
$libmpfr6=$4.1.0-3build3
$libnccl2=$2.15.5-1+cuda11.8
$libncurses6=$6.3-2ubuntu0.1
$libncursesw6=$6.3-2ubuntu0.1
$libnettle8=$3.7.3-1build2
$libnghttp2-14=$1.43.0-1ubuntu0.2
$libnpp-11-8=$11.8.0.86-1
$libnpth0=$1.6-3build2
$libnsl2=$1.3.0-2build2
$libnvjpeg-11-8=$11.9.0.86-1
$libp11-kit0=$0.24.0-6build1
$libpam-modules=$1.4.0-11ubuntu2.3
$libpam-modules-bin=$1.4.0-11ubuntu2.3
$libpam-runtime=$1.4.0-11ubuntu2.3
$libpam0g=$1.4.0-11ubuntu2.3
$libpcre2-8-0=$10.39-3ubuntu0.1
$libpcre3=$2:8.39-13ubuntu0.22.04.1
$libperl5.34=$5.34.0-3ubuntu1.4
$libpopt0=$1.18-3build1
$libprocps8=$2:3.3.17-6ubuntu2
$libpsl5=$0.21.0-1.2build2
$libpython3.10=$3.10.12-1~22.04.10
$libpython3.10-minimal=$3.10.12-1~22.04.10
$libpython3.10-stdlib=$3.10.12-1~22.04.10
$libreadline8=$8.1.2-1
$librtmp1=$2.4+20151223.gitfa8646d.1-2build4
$libsasl2-2=$2.1.27+dfsg2-3ubuntu1.2
$libsasl2-modules-db=$2.1.27+dfsg2-3ubuntu1.2
$libseccomp2=$2.5.3-2ubuntu2
$libselinux1=$3.3-1build2
$libsemanage-common=$3.3-1build2
$libsemanage2=$3.3-1build2
$libsepol2=$3.3-1build1
$libsmartcols1=$2.37.2-4ubuntu3
$libsource-highlight-common=$3.1.9-4.1build2
$libsource-highlight4v5=$3.1.9-4.1build2
$libsqlite3-0=$3.37.2-2ubuntu0.1
$libss2=$1.46.5-2ubuntu1.1
$libssh-4=$0.9.6-2ubuntu0.22.04.4
$libssl3=$3.0.2-0ubuntu1.10
$libstdc++6=$12.3.0-1ubuntu1~22.04
$libsystemd0=$249.11-0ubuntu3.10
$libtasn1-6=$4.18.0-4build1
$libtinfo6=$6.3-2ubuntu0.1
$libtirpc-common=$1.3.2-2ubuntu0.1
$libtirpc3=$1.3.2-2ubuntu0.1
$libudev1=$249.11-0ubuntu3.10
$libunistring2=$1.0-1
$libuuid1=$2.37.2-4ubuntu3
$libwrap0=$7.6.q-31build2
$libxxhash0=$0.8.1-1
$libzstd1=$1.4.8+dfsg-3build1
$login=$1:4.8.1-2ubuntu2.1
$logsave=$1.46.5-2ubuntu1.1
$lsb-base=$11.1.0ubuntu4
$mawk=$1.3.4.20200120-3
$media-types=$7.0.0
$mount=$2.37.2-4ubuntu3
$ncurses-base=$6.3-2ubuntu0.1
$ncurses-bin=$6.3-2ubuntu0.1
$netbase=$6.3
$openssh-client=$1:8.9p1-3ubuntu0.13
$openssh-server=$1:8.9p1-3ubuntu0.13
$openssh-sftp-server=$1:8.9p1-3ubuntu0.13
$openssl=$3.0.2-0ubuntu1.12
$passwd=$1:4.8.1-2ubuntu2.1
$perl=$5.34.0-3ubuntu1.4
$perl-base=$5.34.0-3ubuntu1.4
$perl-modules-5.34=$5.34.0-3ubuntu1.4
$pinentry-curses=$1.1.1-1build2
$procps=$2:3.3.17-6ubuntu2
$readline-common=$8.1.2-1
$rsync=$3.2.7-0ubuntu0.22.04.4
$sed=$4.8-1ubuntu2
$sensible-utils=$0.0.17
$sudo=$1.9.9-1ubuntu2.5
$sysvinit-utils=$3.01-1ubuntu1
$tar=$1.34+dfsg-1ubuntu0.1.22.04.1
$tzdata=$2025b-0ubuntu0.22.04.1
$ubuntu-keyring=$2021.03.26
$ucf=$3.0043
$unzip=$6.0-26ubuntu3.2
$usrmerge=$25ubuntu2
$util-linux=$2.37.2-4ubuntu3
$vim-common=$2:8.2.3995-1ubuntu2.24
$vim-tiny=$2:8.2.3995-1ubuntu2.24
$xxd=$2:8.2.3995-1ubuntu2.24
$zip=$3.0-12build2
$zlib1g=$1:1.2.11.dfsg-2ubuntu9.2

Ray 2.48.0

The base image anyscale/ray:2.48.0-py312 contains the following packages:

Pip packages

aiofiles==22.1.0
aiohappyeyeballs==2.6.1
aiohttp==3.11.16
aiohttp-cors==0.7.0
aiosignal==1.3.1
aiosqlite==0.19.0
annotated-types==0.6.0
anyio==3.7.1
anyscale==0.26.42
archspec==0.2.5
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==25.1.0
Babel==2.13.1
backcall==0.2.0
beautifulsoup4==4.11.1
bleach==6.1.0
boltons==24.0.0
boto3==1.26.76
botocore==1.29.76
Brotli==1.1.0
cachetools==5.5.2
certifi==2025.1.31
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
cloudpickle==3.1.1
colorama==0.4.6
colorful==0.5.5
comm==0.2.0
conda==24.11.3
conda-libmamba-solver==24.9.0
conda-package-handling==2.4.0
conda_package_streaming==0.11.0
cryptography==44.0.3
cupy-cuda12x==13.1.0
Cython==0.29.37
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
distro==1.9.0
dm-tree==0.1.8
entrypoints==0.4
executing==2.0.1
Farama-Notifications==0.0.4
fastapi==0.115.12
fastjsonschema==2.19.0
fastrlock==0.8.2
filelock==3.17.0
flatbuffers==23.5.26
fqdn==1.5.1
frozendict==2.4.6
frozenlist==1.4.1
fsspec==2023.5.0
gitdb==4.0.12
GitPython==3.1.44
google-api-core==2.25.1
google-api-python-client==2.111.0
google-auth==2.23.4
google-auth-httplib2==0.1.1
google-cloud-certificate-manager==1.10.2
google-cloud-common==1.5.2
google-cloud-compute==1.32.0
google-cloud-core==2.4.1
google-cloud-filestore==1.13.2
google-cloud-redis==2.18.1
google-cloud-resource-manager==1.14.2
google-cloud-secret-manager==2.24.0
google-cloud-storage==2.14.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.6.0
googleapis-common-protos==1.61.0
grpc-google-iam-v1==0.14.2
grpcio==1.73.1
grpcio-status==1.62.3
grpcio-tools==1.73.1
gymnasium==1.0.0
h11==0.16.0
h2==4.1.0
hpack==4.0.0
httplib2==0.20.4
httptools==0.6.4
humanize==4.12.3
hyperframe==6.0.1
idna==3.7
importlib-metadata==6.11.0
ipykernel==6.27.1
ipython==8.12.3
ipython-genutils==0.2.0
ipywidgets==8.1.3
isoduration==20.11.0
jedi==0.19.1
Jinja2==3.1.6
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.33
jsonpointer==2.4
jsonschema==4.23.0
jsonschema-specifications==2024.10.1
jupyter-client==7.3.4
jupyter_core==5.5.0
jupyter-events==0.6.3
jupyter-server==1.24.0
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==2.24.0
jupyterlab_widgets==3.0.11
libmambapy==1.5.12
log-symbols==0.0.14
lxml==4.9.4
lz4==4.3.3
mamba==1.5.12
markdown-it-py==2.2.0
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mdurl==0.1.2
memray==1.10.0
menuinst==2.2.0
mistune==0.8.4
msgpack==1.0.7
multidict==6.0.5
nbclassic==1.0.0
nbclient==0.5.13
nbconvert==6.5.4
nbformat==5.9.2
nest-asyncio==1.5.8
notebook==6.5.7
notebook_shim==0.2.3
numpy==1.26.4
oauth2client==4.1.3
opencensus==0.11.3
opencensus-context==0.1.3
opentelemetry-api==1.34.1
opentelemetry-exporter-prometheus==0.55b1
opentelemetry-proto==1.27.0
opentelemetry-sdk==1.34.1
opentelemetry-semantic-conventions==0.55b1
ormsgpack==1.7.0
packaging==23.0
pandas==2.3.1
pandocfilters==1.5.0
parso==0.8.3
pathspec==0.12.1
pexpect==4.8.0
pickleshare==0.7.5
pip==24.3.1
platformdirs==3.11.0
pluggy==1.5.0
polars==1.30.0
prometheus-client==0.19.0
prompt-toolkit==3.0.41
propcache==0.3.0
proto-plus==1.26.1
protobuf==4.25.8
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.4.0
pyarrow==14.0.2
pyasn1==0.5.1
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pycurl==7.45.3
pydantic==2.10.0
pydantic_core==2.27.0
Pygments==2.18.0
pyOpenSSL==25.0.0
pyparsing==3.1.1
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.1.1
python-json-logger==2.0.7
pytz==2022.7.1
PyYAML==6.0.1
pyzmq==26.0.3
ray==2.48.0
redis==4.4.2
referencing==0.36.2
requests==2.32.3
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==13.3.2
rpds-py==0.22.3
rsa==4.7.2
ruamel.yaml==0.18.10
ruamel.yaml.clib==0.2.8
s3transfer==0.6.2
scipy==1.11.4
Send2Trash==1.8.3
setuptools==71.1.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.2
sniffio==1.3.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.46.2
tabulate==0.9.0
tensorboardX==2.6.2.2
termcolor==3.1.0
terminado==0.10.1
tinycss2==1.3.0
tornado==6.5.1
tqdm==4.67.1
traitlets==5.14.3
truststore==0.10.0
types-python-dateutil==2.9.0.20240316
typing_extensions==4.12.2
tzdata==2025.2
tzlocal==5.3.1
uri-template==1.3.0
uritemplate==4.1.1
urllib3==1.26.19
uvicorn==0.22.0
uvloop==0.21.0
virtualenv==20.29.1
watchfiles==0.19.0
wcwidth==0.2.13
webcolors==24.6.0
webencodings==0.5.1
websocket-client==1.8.0
websockets==11.0.3
wheel==0.45.1
widgetsnbextension==4.0.11
wrapt==1.17.2
y-py==0.6.2
yarl==1.18.3
ypy-websocket==0.8.4
zipp==3.19.2
zstandard==0.23.0

Conda packages

_libgcc_mutex=0.1=conda_forge
_openmp_mutex=4.5=2_gnu
archspec=0.2.5=pyhd8ed1ab_0
boltons=24.0.0=pyhd8ed1ab_1
brotli-python=1.1.0=py312h2ec8cdc_2
bzip2=1.0.8=h4bc722e_7
c-ares=1.34.4=hb9d3cd8_0
ca-certificates=2025.7.9=hbd8a1cb_0
colorama=0.4.6=pyhd8ed1ab_1
conda=24.11.3=py312h7900ff3_0
conda-libmamba-solver=24.9.0=pyhd8ed1ab_0
conda-package-handling=2.4.0=pyh7900ff3_2
conda-package-streaming=0.11.0=pyhd8ed1ab_0
distro=1.9.0=pyhd8ed1ab_1
fmt=11.0.2=h434a139_0
frozendict=2.4.6=py312h66e93f0_0
h2=4.1.0=pyhd8ed1ab_1
hpack=4.0.0=pyhd8ed1ab_1
hyperframe=6.0.1=pyhd8ed1ab_1
jsonpatch=1.33=pyhd8ed1ab_1
keyutils=1.6.1=h166bdaf_0
krb5=1.21.3=h659f571_0
ld_impl_linux-64=2.43=h712a8e2_2
libarchive=3.7.7=h4585015_3
libcurl=8.11.1=h332b0f4_0
libedit=3.1.20240808=pl5321h7949ede_0
libev=4.33=hd590300_2
libexpat=2.7.0=h5888daf_0
libffi=3.4.2=h7f98852_5
libgcc=15.1.0=h767d61c_3
libgcc-ng=15.1.0=h69a702a_3
libgomp=15.1.0=h767d61c_3
libiconv=1.17=hd590300_2
liblzma=5.8.1=hb9d3cd8_2
libmamba=1.5.12=h49b8a8d_0
libmambapy=1.5.12=py312hbaee817_0
libnghttp2=1.64.0=h161d5f1_0
libnsl=2.0.1=hd590300_0
libsolv=0.7.30=h3509ff9_0
libsqlite=3.50.2=h0c1763c_2
libssh2=1.11.1=hf672d98_0
libstdcxx=15.1.0=h8f9b012_3
libstdcxx-ng=15.1.0=h4852527_3
libuuid=2.38.1=h0b41bf4_0
libxcrypt=4.4.36=hd590300_1
libxml2=2.13.5=h0d44e9d_1
libzlib=1.3.1=hb9d3cd8_2
lz4-c=1.10.0=h5888daf_1
lzo=2.10=hd590300_1001
mamba=1.5.12=py312h9460a1c_0
menuinst=2.2.0=py312h7900ff3_0
ncurses=6.5=h2d0b736_2
openssl=3.5.1=h7b32b05_0
pip=24.3.1=pyh8b19718_2
pluggy=1.5.0=pyhd8ed1ab_1
pybind11-abi=4=hd8ed1ab_3
pycosat=0.6.6=py312h66e93f0_2
pysocks=1.7.1=pyha55dd90_7
python=3.12.9=h9e4cc4f_1_cpython
python_abi=3.12=5_cp312
readline=8.2=h8228510_1
reproc=14.2.5.post0=hb9d3cd8_0
reproc-cpp=14.2.5.post0=h5888daf_0
requests=2.32.3=pyhd8ed1ab_1
ruamel.yaml=0.18.10=py312h66e93f0_0
ruamel.yaml.clib=0.2.8=py312h66e93f0_1
tk=8.6.13=noxft_h4845f30_101
tqdm=4.67.1=pyhd8ed1ab_1
truststore=0.10.0=pyhd8ed1ab_0
wheel=0.45.1=pyhd8ed1ab_1
yaml-cpp=0.8.0=h59595ed_0
zstandard=0.23.0=py312hef9b889_1
zstd=1.5.6=ha6fb4c9_0

Debian packages

adduser=3.118ubuntu5
apt=2.4.14
base-files=12ubuntu4.7
base-passwd=3.5.52build1
bash=5.1-6ubuntu1.1
binutils=2.38-4ubuntu2.8
binutils-common=2.38-4ubuntu2.8
binutils-x86-64-linux-gnu=2.38-4ubuntu2.8
bsdutils=1:2.37.2-4ubuntu3.4
build-essential=12.9ubuntu3
bzip2=1.0.8-5build1
ca-certificates=20240203~22.04.1
cmake-data=3.22.1-1ubuntu1.22.04.2
coreutils=8.32-4.1ubuntu1.2
cpp=4:11.2.0-1ubuntu1
cpp-11=11.4.0-1ubuntu1~22.04
curl=7.81.0-1ubuntu1.20
dash=0.5.11+git20210903+057cd650a4ed-3build1
dbus=1.12.20-2ubuntu4.1
debconf=1.5.79ubuntu1
debianutils=5.5-1ubuntu2
diffutils=1:3.8-0ubuntu2
dirmngr=2.2.27-3ubuntu2.4
distro-info-data=0.52ubuntu0.9
dmidecode=3.3-3ubuntu0.2
dmsetup=2:1.02.175-2.1ubuntu5
dpkg=1.21.1ubuntu2.3
dpkg-dev=1.21.1ubuntu2.3
dynolog=0.3.2
e2fsprogs=1.46.5-2ubuntu1.2
efa-config=1.18
efa-profile=1.7
emacsen-common=3.0.4
environment-modules=5.0.1-1
ethtool=1:5.16-1ubuntu0.2
fakeroot=1.28-1ubuntu1
findutils=4.8.0-1ubuntu3
fontconfig-config=2.13.1-4.2ubuntu5
fonts-dejavu-core=2.37-2build1
g++=4:11.2.0-1ubuntu1
g++-11=11.4.0-1ubuntu1~22.04
gcc=4:11.2.0-1ubuntu1
gcc-11=11.4.0-1ubuntu1~22.04
gcc-11-base=11.4.0-1ubuntu1~22.04
gcc-12-base=12.3.0-1ubuntu1~22.04
gdb=12.1-0ubuntu1~22.04.2
gir1.2-glib-2.0=1.72.0-1
git=1:2.34.1-1ubuntu1.15
git-man=1:2.34.1-1ubuntu1.15
gnupg=2.2.27-3ubuntu2.4
gnupg-l10n=2.2.27-3ubuntu2.4
gnupg-utils=2.2.27-3ubuntu2.4
google-cloud-cli=530.0.0-0
google-cloud-cli-anthoscli=530.0.0-0
google-cloud-sdk=467.0.0-0
gpg=2.2.27-3ubuntu2.4
gpg-agent=2.2.27-3ubuntu2.4
gpg-wks-client=2.2.27-3ubuntu2.4
gpg-wks-server=2.2.27-3ubuntu2.4
gpgconf=2.2.27-3ubuntu2.4
gpgsm=2.2.27-3ubuntu2.4
gpgv=2.2.27-3ubuntu2.4
grep=3.7-1build1
gzip=1.10-4ubuntu4.1
hostname=3.23ubuntu2
ibacm=57.amzn1-1
ibverbs-providers=57.amzn1-1
ibverbs-utils=57.amzn1-1
infiniband-diags=57.amzn1-1
init-system-helpers=1.62
iproute2=5.15.0-1ubuntu2
keyutils=1.6.1-2ubuntu3
less=590-1ubuntu0.22.04.3
libacl1=2.3.1-1
libalgorithm-diff-perl=1.201-1
libalgorithm-diff-xs-perl=0.04-6build3
libalgorithm-merge-perl=0.08-3
libapparmor1=3.0.4-2ubuntu2.4
libapt-pkg6.0=2.4.14
libargon2-1=0~20171227-0.3
libasan6=11.4.0-1ubuntu1~22.04
libassuan0=2.5.5-1build1
libatm1=1:2.5.1-4build2
libatomic1=12.3.0-1ubuntu1~22.04
libattr1=1:2.5.1-1build1
libaudit-common=1:3.0.7-1build1
libaudit1=1:3.0.7-1build1
libbabeltrace1=1.5.8-2build1
libbinutils=2.38-4ubuntu2.8
libblkid1=2.37.2-4ubuntu3.4
libboost-regex1.74.0=1.74.0-14ubuntu3
libbpf0=1:0.5.0-1ubuntu22.04.1
libbrotli1=1.0.9-2build6
libbsd0=0.11.5-1
libbz2-1.0=1.0.8-5build1
libc-bin=2.35-0ubuntu3.10
libc-dev-bin=2.35-0ubuntu3.10
libc-devtools=2.35-0ubuntu3.10
libc6=2.35-0ubuntu3.10
libc6-dbg=2.35-0ubuntu3.10
libc6-dev=2.35-0ubuntu3.10
libcap-ng0=0.7.9-2.2build3
libcap2=1:2.44-1ubuntu0.22.04.2
libcap2-bin=1:2.44-1ubuntu0.22.04.2
libcbor0.8=0.8.0-2ubuntu1
libcc1-0=12.3.0-1ubuntu1~22.04
libcom-err2=1.46.5-2ubuntu1.2
libcrypt-dev=1:4.4.27-1
libcrypt1=1:4.4.27-1
libcryptsetup12=2:2.4.3-1ubuntu1.3
libctf-nobfd0=2.38-4ubuntu2.8
libctf0=2.38-4ubuntu2.8
libcurl3-gnutls=7.81.0-1ubuntu1.20
libcurl4=7.81.0-1ubuntu1.20
libdb5.3=5.3.28+dfsg1-0.8ubuntu3
libdbus-1-3=1.12.20-2ubuntu4.1
libdebconfclient0=0.261ubuntu1
libdebuginfod-common=0.186-1ubuntu0.1
libdebuginfod1=0.186-1ubuntu0.1
libdeflate0=1.10-2
libdevmapper1.02.1=2:1.02.175-2.1ubuntu5
libdpkg-perl=1.21.1ubuntu2.3
libdw1=0.186-1ubuntu0.1
libedit2=3.1-20210910-1build1
libelf1=0.186-1ubuntu0.1
liberror-perl=0.17029-1
libevent-core-2.1-7=2.1.12-stable-1build3
libevent-pthreads-2.1-7=2.1.12-stable-1build3
libexpat1=2.4.7-1ubuntu0.6
libext2fs2=1.46.5-2ubuntu1.2
libfabric-aws-bin=2.1.0amzn3.0
libfabric-aws-dev=2.1.0amzn3.0
libfabric1-aws=2.1.0amzn3.0
libfakeroot=1.28-1ubuntu1
libffi8=3.4.2-4
libfido2-1=1.10.0-1
libfile-fcntllock-perl=0.22-3build7
libfontconfig1=2.13.1-4.2ubuntu5
libfreetype6=2.11.1+dfsg-1ubuntu0.3
libgcc-11-dev=11.4.0-1ubuntu1~22.04
libgcc-s1=12.3.0-1ubuntu1~22.04
libgcrypt20=1.9.4-3ubuntu3
libgd3=2.3.0-2ubuntu2.3
libgdbm-compat4=1.23-1
libgdbm6=1.23-1
libgirepository-1.0-1=1.72.0-1
libglib2.0-0=2.72.4-0ubuntu2.5
libglib2.0-data=2.72.4-0ubuntu2.5
libgmp10=2:6.2.1+dfsg-3ubuntu1
libgnutls30=3.7.3-4ubuntu1.6
libgomp1=12.3.0-1ubuntu1~22.04
libgpg-error0=1.43-3
libgpm2=1.20.7-10build1
libgssapi-krb5-2=1.19.2-2ubuntu0.7
libhogweed6=3.7.3-1build2
libhwloc-plugins=2.7.0-2ubuntu1
libhwloc15=2.7.0-2ubuntu1
libibmad-dev=57.amzn1-1
libibmad5=57.amzn1-1
libibnetdisc-dev=57.amzn1-1
libibnetdisc5=57.amzn1-1
libibumad-dev=57.amzn1-1
libibumad3=57.amzn1-1
libibverbs-dev=57.amzn1-1
libibverbs1=57.amzn1-1
libicu70=70.1-2
libidn2-0=2.3.2-2build1
libip4tc2=1.8.7-1ubuntu5.2
libipt2=2.0.5-1
libisl23=0.24-2build1
libitm1=12.3.0-1ubuntu1~22.04
libjbig0=2.1-3.1ubuntu0.22.04.1
libjemalloc-dev=5.2.1-4ubuntu1
libjemalloc2=5.2.1-4ubuntu1
libjpeg-turbo8=2.1.2-0ubuntu1
libjpeg8=8c-2ubuntu10
libjson-c5=0.15-3~ubuntu1.22.04.2
libk5crypto3=1.19.2-2ubuntu0.7
libkeyutils1=1.6.1-2ubuntu3
libkmod2=29-1ubuntu1
libkrb5-3=1.19.2-2ubuntu0.7
libkrb5support0=1.19.2-2ubuntu0.7
libksba8=1.6.0-2ubuntu0.2
libldap-2.5-0=2.5.19+dfsg-0ubuntu0.22.04.1
libldap-common=2.5.19+dfsg-0ubuntu0.22.04.1
liblocale-gettext-perl=1.07-4build3
liblsan0=12.3.0-1ubuntu1~22.04
liblz4-1=1.9.3-2build2
liblzma5=5.2.5-2ubuntu1
libmd0=1.0.4-1build1
libmnl0=1.0.4-3build2
libmount1=2.37.2-4ubuntu3.4
libmpc3=1.2.1-2build1
libmpdec3=2.5.1-2build2
libmpfr6=4.1.0-3build3
libnccl-ofi=1.15.0-1
libncurses6=6.3-2ubuntu0.1
libncursesw6=6.3-2ubuntu0.1
libnettle8=3.7.3-1build2
libnfsidmap1=1:2.6.1-1ubuntu1.2
libnghttp2-14=1.43.0-1ubuntu0.2
libnl-3-200=3.5.0-0.1
libnl-3-dev=3.5.0-0.1
libnl-route-3-200=3.5.0-0.1
libnl-route-3-dev=3.5.0-0.1
libnpth0=1.6-3build2
libnsl-dev=1.3.0-2build2
libnsl2=1.3.0-2build2
libnss-systemd=249.11-0ubuntu3.16
libp11-kit0=0.24.0-6build1
libpam-cap=1:2.44-1ubuntu0.22.04.2
libpam-modules=1.4.0-11ubuntu2.6
libpam-modules-bin=1.4.0-11ubuntu2.6
libpam-runtime=1.4.0-11ubuntu2.6
libpam-systemd=249.11-0ubuntu3.16
libpam0g=1.4.0-11ubuntu2.6
libpci3=1:3.7.0-6
libpciaccess0=0.16-3
libpcre2-8-0=10.39-3ubuntu0.1
libpcre3=2:8.39-13ubuntu0.22.04.1
libperl5.34=5.34.0-3ubuntu1.4
libpmix-aws=4.2.8
libpng16-16=1.6.37-3build5
libpopt0=1.18-3build1
libprocps8=2:3.3.17-6ubuntu2.1
libpsl5=0.21.0-1.2build2
libpython3-stdlib=3.10.6-1~22.04.1
libpython3.10=3.10.12-1~22.04.10
libpython3.10-minimal=3.10.12-1~22.04.10
libpython3.10-stdlib=3.10.12-1~22.04.10
libquadmath0=12.3.0-1ubuntu1~22.04
librdmacm-dev=57.amzn1-1
librdmacm1=57.amzn1-1
libreadline8=8.1.2-1
librtmp1=2.4+20151223.gitfa8646d.1-2build4
libsasl2-2=2.1.27+dfsg2-3ubuntu1.2
libsasl2-modules=2.1.27+dfsg2-3ubuntu1.2
libsasl2-modules-db=2.1.27+dfsg2-3ubuntu1.2
libseccomp2=2.5.3-2ubuntu3~22.04.1
libselinux1=3.3-1build2
libsemanage-common=3.3-1build2
libsemanage2=3.3-1build2
libsepol2=3.3-1build1
libsmartcols1=2.37.2-4ubuntu3.4
libsodium23=1.0.18-1build2
libsource-highlight-common=3.1.9-4.1build2
libsource-highlight4v5=3.1.9-4.1build2
libsqlite3-0=3.37.2-2ubuntu0.4
libss2=1.46.5-2ubuntu1.2
libssh-4=0.9.6-2ubuntu0.22.04.4
libssl3=3.0.2-0ubuntu1.19
libstdc++-11-dev=11.4.0-1ubuntu1~22.04
libstdc++6=12.3.0-1ubuntu1~22.04
libsystemd0=249.11-0ubuntu3.16
libtasn1-6=4.18.0-4ubuntu0.1
libtcl8.6=8.6.12+dfsg-1build1
libtiff5=4.3.0-6ubuntu0.10
libtinfo6=6.3-2ubuntu0.1
libtirpc-common=1.3.2-2ubuntu0.1
libtirpc-dev=1.3.2-2ubuntu0.1
libtirpc3=1.3.2-2ubuntu0.1
libtsan0=11.4.0-1ubuntu1~22.04
libubsan1=12.3.0-1ubuntu1~22.04
libudev1=249.11-0ubuntu3.16
libunistring2=1.0-1
libutempter0=1.2.1-2build2
libuuid1=2.37.2-4ubuntu3.4
libwebp7=1.2.2-2ubuntu0.22.04.2
libwrap0=7.6.q-31build2
libx11-6=2:1.7.5-1ubuntu0.3
libx11-data=2:1.7.5-1ubuntu0.3
libxau6=1:1.0.9-1build5
libxcb1=1.14-3ubuntu3
libxdmcp6=1:1.1.3-0ubuntu5
libxext6=2:1.3.4-1build1
libxml2=2.9.13+dfsg-1ubuntu0.7
libxmuu1=2:1.1.3-3
libxnvctrl0=510.47.03-0ubuntu1
libxpm4=1:3.5.12-1ubuntu0.22.04.2
libxtables12=1.8.7-1ubuntu5.2
libxxhash0=0.8.1-1
libzstd1=1.4.8+dfsg-3build1
linux-libc-dev=5.15.0-143.153
login=1:4.8.1-2ubuntu2.2
logsave=1.46.5-2ubuntu1.2
lsb-base=11.1.0ubuntu4
lsb-release=11.1.0ubuntu4
lto-disabled-list=24
make=4.3-4.1build1
manpages=5.10-1ubuntu1
manpages-dev=5.10-1ubuntu1
mawk=1.3.4.20200120-3
media-types=7.0.0
mount=2.37.2-4ubuntu3.4
ncurses-base=6.3-2ubuntu0.1
ncurses-bin=6.3-2ubuntu0.1
ncurses-term=6.3-2ubuntu0.1
netbase=6.3
networkd-dispatcher=2.1-2ubuntu0.22.04.2
nfs-common=1:2.6.1-1ubuntu1.2
ocl-icd-libopencl1=2.2.14-3
openmpi40-aws=4.1.7-1
openmpi50-aws=5.0.6
openssh-client=1:8.9p1-3ubuntu0.13
openssh-server=1:8.9p1-3ubuntu0.13
openssh-sftp-server=1:8.9p1-3ubuntu0.13
openssl=3.0.2-0ubuntu1.19
passwd=1:4.8.1-2ubuntu2.2
patch=2.7.6-7build2
pci.ids=0.0~2022.01.22-1ubuntu0.1
pciutils=1:3.7.0-6
perl=5.34.0-3ubuntu1.4
perl-base=5.34.0-3ubuntu1.4
perl-modules-5.34=5.34.0-3ubuntu1.4
pinentry-curses=1.1.1-1build2
procps=2:3.3.17-6ubuntu2.1
prrte-aws=3.0.6
publicsuffix=20211207.1025-1
python3=3.10.6-1~22.04.1
python3-dbus=1.2.18-3build1
python3-distro=1.7.0-1
python3-gi=3.42.1-0ubuntu1
python3-minimal=3.10.6-1~22.04.1
python3-pkg-resources=59.6.0-1.2ubuntu0.22.04.3
python3.10=3.10.12-1~22.04.10
python3.10-minimal=3.10.12-1~22.04.10
rdma-core=57.amzn1-1
rdmacm-utils=57.amzn1-1
readline-common=8.1.2-1
rpcbind=1.2.6-2build1
rpcsvc-proto=1.4.2-0ubuntu6
rsync=3.2.7-0ubuntu0.22.04.4
screen=4.9.0-1
sed=4.8-1ubuntu2
sensible-utils=0.0.17
shared-mime-info=2.1-2
ssh=1:8.9p1-3ubuntu0.13
ssh-import-id=5.11-0ubuntu1
sudo=1.9.9-1ubuntu2.5
supervisor=4.2.1-1ubuntu1
systemd=249.11-0ubuntu3.16
systemd-hwe-hwdb=249.11.5
systemd-sysv=249.11-0ubuntu3.16
systemd-timesyncd=249.11-0ubuntu3.16
sysvinit-utils=3.01-1ubuntu1
tar=1.34+dfsg-1ubuntu0.1.22.04.2
tcl=8.6.11+1build2
tcl8.6=8.6.12+dfsg-1build1
tmux=3.2a-4ubuntu0.2
tzdata=2025b-0ubuntu0.22.04.1
ubuntu-keyring=2021.03.26
ucf=3.0043
udev=249.11-0ubuntu3.16
unzip=6.0-26ubuntu3.2
usrmerge=25ubuntu2
util-linux=2.37.2-4ubuntu3.4
vim=2:8.2.3995-1ubuntu2.24
vim-common=2:8.2.3995-1ubuntu2.24
vim-runtime=2:8.2.3995-1ubuntu2.24
wget=1.21.2-2ubuntu1.1
xauth=1:1.1-1build2
xdg-user-dirs=0.17-2ubuntu4
xxd=2:8.2.3995-1ubuntu2.24
xz-utils=5.2.5-2ubuntu1
zip=3.0-12build2
zlib1g=1:1.2.11.dfsg-2ubuntu9.2
zsh=5.8.1-1
zsh-common=5.8.1-1

Ray 2.48.0, CUDA version 12.8

The base image anyscale/ray:2.48.0-py312-cu128 contains the following packages:

Pip packages

aiofiles==22.1.0
aiohappyeyeballs==2.6.1
aiohttp==3.11.16
aiohttp-cors==0.7.0
aiosignal==1.3.1
aiosqlite==0.19.0
annotated-types==0.6.0
anyio==3.7.1
anyscale==0.26.42
archspec==0.2.5
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==25.1.0
Babel==2.13.1
backcall==0.2.0
beautifulsoup4==4.11.1
bleach==6.1.0
boltons==24.0.0
boto3==1.26.76
botocore==1.29.76
Brotli==1.1.0
cachetools==5.5.2
certifi==2025.1.31
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
cloudpickle==3.1.1
colorama==0.4.6
colorful==0.5.5
comm==0.2.0
conda==24.11.3
conda-libmamba-solver==24.9.0
conda-package-handling==2.4.0
conda_package_streaming==0.11.0
cryptography==44.0.3
cupy-cuda12x==13.1.0
Cython==0.29.37
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
distro==1.9.0
dm-tree==0.1.8
entrypoints==0.4
executing==2.0.1
Farama-Notifications==0.0.4
fastapi==0.115.12
fastjsonschema==2.19.0
fastrlock==0.8.2
filelock==3.17.0
flatbuffers==23.5.26
fqdn==1.5.1
frozendict==2.4.6
frozenlist==1.4.1
fsspec==2023.5.0
gitdb==4.0.12
GitPython==3.1.44
google-api-core==2.25.1
google-api-python-client==2.111.0
google-auth==2.23.4
google-auth-httplib2==0.1.1
google-cloud-certificate-manager==1.10.2
google-cloud-common==1.5.2
google-cloud-compute==1.32.0
google-cloud-core==2.4.1
google-cloud-filestore==1.13.2
google-cloud-redis==2.18.1
google-cloud-resource-manager==1.14.2
google-cloud-secret-manager==2.24.0
google-cloud-storage==2.14.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.6.0
googleapis-common-protos==1.61.0
grpc-google-iam-v1==0.14.2
grpcio==1.73.1
grpcio-status==1.62.3
grpcio-tools==1.73.1
gymnasium==1.0.0
h11==0.16.0
h2==4.1.0
hpack==4.0.0
httplib2==0.20.4
httptools==0.6.4
humanize==4.12.3
hyperframe==6.0.1
idna==3.7
importlib-metadata==6.11.0
ipykernel==6.27.1
ipython==8.12.3
ipython-genutils==0.2.0
ipywidgets==8.1.3
isoduration==20.11.0
jedi==0.19.1
Jinja2==3.1.6
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.33
jsonpointer==2.4
jsonschema==4.23.0
jsonschema-specifications==2024.10.1
jupyter-client==7.3.4
jupyter_core==5.5.0
jupyter-events==0.6.3
jupyter-server==1.24.0
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==2.24.0
jupyterlab_widgets==3.0.11
libmambapy==1.5.12
log-symbols==0.0.14
lxml==4.9.4
lz4==4.3.3
mamba==1.5.12
markdown-it-py==2.2.0
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mdurl==0.1.2
memray==1.10.0
menuinst==2.2.0
mistune==0.8.4
msgpack==1.0.7
multidict==6.0.5
nbclassic==1.0.0
nbclient==0.5.13
nbconvert==6.5.4
nbformat==5.9.2
nest-asyncio==1.5.8
notebook==6.5.7
notebook_shim==0.2.3
numpy==1.26.4
oauth2client==4.1.3
opencensus==0.11.3
opencensus-context==0.1.3
opentelemetry-api==1.34.1
opentelemetry-exporter-prometheus==0.55b1
opentelemetry-proto==1.27.0
opentelemetry-sdk==1.34.1
opentelemetry-semantic-conventions==0.55b1
ormsgpack==1.7.0
packaging==23.0
pandas==2.3.1
pandocfilters==1.5.0
parso==0.8.3
pathspec==0.12.1
pexpect==4.8.0
pickleshare==0.7.5
pip==24.3.1
platformdirs==3.11.0
pluggy==1.5.0
polars==1.30.0
prometheus-client==0.19.0
prompt-toolkit==3.0.41
propcache==0.3.0
proto-plus==1.26.1
protobuf==4.25.8
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.4.0
pyarrow==14.0.2
pyasn1==0.5.1
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pycurl==7.45.3
pydantic==2.10.0
pydantic_core==2.27.0
Pygments==2.18.0
pyOpenSSL==25.0.0
pyparsing==3.1.1
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.1.1
python-json-logger==2.0.7
pytz==2022.7.1
PyYAML==6.0.1
pyzmq==26.0.3
ray==2.48.0
redis==4.4.2
referencing==0.36.2
requests==2.32.3
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==13.3.2
rpds-py==0.22.3
rsa==4.7.2
ruamel.yaml==0.18.10
ruamel.yaml.clib==0.2.8
s3transfer==0.6.2
scipy==1.11.4
Send2Trash==1.8.3
setuptools==71.1.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.2
sniffio==1.3.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.46.2
tabulate==0.9.0
tensorboardX==2.6.2.2
termcolor==3.1.0
terminado==0.10.1
tinycss2==1.3.0
tornado==6.5.1
tqdm==4.67.1
traitlets==5.14.3
truststore==0.10.0
types-python-dateutil==2.9.0.20240316
typing_extensions==4.12.2
tzdata==2025.2
tzlocal==5.3.1
uri-template==1.3.0
uritemplate==4.1.1
urllib3==1.26.19
uvicorn==0.22.0
uvloop==0.21.0
virtualenv==20.29.1
watchfiles==0.19.0
wcwidth==0.2.13
webcolors==24.6.0
webencodings==0.5.1
websocket-client==1.8.0
websockets==11.0.3
wheel==0.45.1
widgetsnbextension==4.0.11
wrapt==1.17.2
y-py==0.6.2
yarl==1.18.3
ypy-websocket==0.8.4
zipp==3.19.2
zstandard==0.23.0

Conda packages

_libgcc_mutex=0.1=conda_forge
_openmp_mutex=4.5=2_gnu
archspec=0.2.5=pyhd8ed1ab_0
boltons=24.0.0=pyhd8ed1ab_1
brotli-python=1.1.0=py312h2ec8cdc_2
bzip2=1.0.8=h4bc722e_7
c-ares=1.34.4=hb9d3cd8_0
ca-certificates=2025.7.9=hbd8a1cb_0
colorama=0.4.6=pyhd8ed1ab_1
conda=24.11.3=py312h7900ff3_0
conda-libmamba-solver=24.9.0=pyhd8ed1ab_0
conda-package-handling=2.4.0=pyh7900ff3_2
conda-package-streaming=0.11.0=pyhd8ed1ab_0
distro=1.9.0=pyhd8ed1ab_1
fmt=11.0.2=h434a139_0
frozendict=2.4.6=py312h66e93f0_0
h2=4.1.0=pyhd8ed1ab_1
hpack=4.0.0=pyhd8ed1ab_1
hyperframe=6.0.1=pyhd8ed1ab_1
jsonpatch=1.33=pyhd8ed1ab_1
keyutils=1.6.1=h166bdaf_0
krb5=1.21.3=h659f571_0
ld_impl_linux-64=2.43=h712a8e2_2
libarchive=3.7.7=h4585015_3
libcurl=8.11.1=h332b0f4_0
libedit=3.1.20240808=pl5321h7949ede_0
libev=4.33=hd590300_2
libexpat=2.7.0=h5888daf_0
libffi=3.4.2=h7f98852_5
libgcc=15.1.0=h767d61c_3
libgcc-ng=15.1.0=h69a702a_3
libgomp=15.1.0=h767d61c_3
libiconv=1.17=hd590300_2
liblzma=5.8.1=hb9d3cd8_2
libmamba=1.5.12=h49b8a8d_0
libmambapy=1.5.12=py312hbaee817_0
libnghttp2=1.64.0=h161d5f1_0
libnsl=2.0.1=hd590300_0
libsolv=0.7.30=h3509ff9_0
libsqlite=3.50.2=h0c1763c_2
libssh2=1.11.1=hf672d98_0
libstdcxx=15.1.0=h8f9b012_3
libstdcxx-ng=15.1.0=h4852527_3
libuuid=2.38.1=h0b41bf4_0
libxcrypt=4.4.36=hd590300_1
libxml2=2.13.5=h0d44e9d_1
libzlib=1.3.1=hb9d3cd8_2
lz4-c=1.10.0=h5888daf_1
lzo=2.10=hd590300_1001
mamba=1.5.12=py312h9460a1c_0
menuinst=2.2.0=py312h7900ff3_0
ncurses=6.5=h2d0b736_2
openssl=3.5.1=h7b32b05_0
pip=24.3.1=pyh8b19718_2
pluggy=1.5.0=pyhd8ed1ab_1
pybind11-abi=4=hd8ed1ab_3
pycosat=0.6.6=py312h66e93f0_2
pysocks=1.7.1=pyha55dd90_7
python=3.12.9=h9e4cc4f_1_cpython
python_abi=3.12=5_cp312
readline=8.2=h8228510_1
reproc=14.2.5.post0=hb9d3cd8_0
reproc-cpp=14.2.5.post0=h5888daf_0
requests=2.32.3=pyhd8ed1ab_1
ruamel.yaml=0.18.10=py312h66e93f0_0
ruamel.yaml.clib=0.2.8=py312h66e93f0_1
tk=8.6.13=noxft_h4845f30_101
tqdm=4.67.1=pyhd8ed1ab_1
truststore=0.10.0=pyhd8ed1ab_0
wheel=0.45.1=pyhd8ed1ab_1
yaml-cpp=0.8.0=h59595ed_0
zstandard=0.23.0=py312hef9b889_1
zstd=1.5.6=ha6fb4c9_0

Debian packages

adduser=3.118ubuntu5
apt=2.4.14
autoconf=2.71-2
automake=1:1.16.5-1.3
autopoint=0.21-4ubuntu4
autotools-dev=20220109.1
base-files=12ubuntu4.7
base-passwd=3.5.52build1
bash=5.1-6ubuntu1.1
binutils=2.38-4ubuntu2.8
binutils-common=2.38-4ubuntu2.8
binutils-x86-64-linux-gnu=2.38-4ubuntu2.8
bsdextrautils=2.37.2-4ubuntu3.4
bsdutils=1:2.37.2-4ubuntu3.4
build-essential=12.9ubuntu3
bzip2=1.0.8-5build1
ca-certificates=20240203~22.04.1
check=0.15.2-2
cmake-data=3.22.1-1ubuntu1.22.04.2
coreutils=8.32-4.1ubuntu1.2
cpp=4:11.2.0-1ubuntu1
cpp-11=11.4.0-1ubuntu1~22.04
cuda-cccl-12-8=12.8.90-1
cuda-command-line-tools-12-8=12.8.1-1
cuda-compat-12-8=575.57.08-0ubuntu1
cuda-compiler-12-8=12.8.1-1
cuda-crt-12-8=12.8.93-1
cuda-cudart-12-8=12.8.90-1
cuda-cudart-dev-12-8=12.8.90-1
cuda-cuobjdump-12-8=12.8.90-1
cuda-cupti-12-8=12.8.90-1
cuda-cupti-dev-12-8=12.8.90-1
cuda-cuxxfilt-12-8=12.8.90-1
cuda-driver-dev-12-8=12.8.90-1
cuda-gdb-12-8=12.8.90-1
cuda-keyring=1.1-1
cuda-libraries-12-8=12.8.1-1
cuda-libraries-dev-12-8=12.8.1-1
cuda-minimal-build-12-8=12.8.1-1
cuda-nsight-compute-12-8=12.8.1-1
cuda-nvcc-12-8=12.8.93-1
cuda-nvdisasm-12-8=12.8.90-1
cuda-nvml-dev-12-8=12.8.90-1
cuda-nvprof-12-8=12.8.90-1
cuda-nvprune-12-8=12.8.90-1
cuda-nvrtc-12-8=12.8.93-1
cuda-nvrtc-dev-12-8=12.8.93-1
cuda-nvtx-12-8=12.8.90-1
cuda-nvvm-12-8=12.8.93-1
cuda-opencl-12-8=12.8.90-1
cuda-opencl-dev-12-8=12.8.90-1
cuda-profiler-api-12-8=12.8.90-1
cuda-sanitizer-12-8=12.8.93-1
cuda-toolkit-12-8-config-common=12.8.90-1
cuda-toolkit-12-config-common=12.9.79-1
cuda-toolkit-config-common=12.9.79-1
curl=7.81.0-1ubuntu1.20
dash=0.5.11+git20210903+057cd650a4ed-3build1
dbus=1.12.20-2ubuntu4.1
dctrl-tools=2.24-3build2
debconf=1.5.79ubuntu1
debhelper=13.6ubuntu1
debianutils=5.5-1ubuntu2
debugedit=1:5.0-4build1
devscripts=2.22.1ubuntu1
dh-autoreconf=20
dh-strip-nondeterminism=1.13.0-1
diffstat=1.64-1build2
diffutils=1:3.8-0ubuntu2
dirmngr=2.2.27-3ubuntu2.4
distro-info-data=0.52ubuntu0.9
dkms=1:3.2.1-1ubuntu2
dmidecode=3.3-3ubuntu0.2
dmsetup=2:1.02.175-2.1ubuntu5
dpkg=1.21.1ubuntu2.3
dpkg-dev=1.21.1ubuntu2.3
dput=1.1.0ubuntu2.1
dwz=0.14-1build2
dynolog=0.3.2
e2fsprogs=1.46.5-2ubuntu1.2
efa-config=1.18
efa-profile=1.7
emacsen-common=3.0.4
environment-modules=5.0.1-1
ethtool=1:5.16-1ubuntu0.2
fakeroot=1.28-1ubuntu1
file=1:5.41-3ubuntu0.1
findutils=4.8.0-1ubuntu3
g++=4:11.2.0-1ubuntu1
g++-11=11.4.0-1ubuntu1~22.04
gcc=4:11.2.0-1ubuntu1
gcc-11=11.4.0-1ubuntu1~22.04
gcc-11-base=11.4.0-1ubuntu1~22.04
gcc-12-base=12.3.0-1ubuntu1~22.04
gdb=12.1-0ubuntu1~22.04.2
gettext=0.21-4ubuntu4
gettext-base=0.21-4ubuntu4
gir1.2-glib-2.0=1.72.0-1
git=1:2.34.1-1ubuntu1.15
git-man=1:2.34.1-1ubuntu1.15
gnupg=2.2.27-3ubuntu2.4
gnupg-l10n=2.2.27-3ubuntu2.4
gnupg-utils=2.2.27-3ubuntu2.4
gnupg2=2.2.27-3ubuntu2.4
google-cloud-cli=530.0.0-0
google-cloud-cli-anthoscli=530.0.0-0
google-cloud-sdk=467.0.0-0
gpg=2.2.27-3ubuntu2.4
gpg-agent=2.2.27-3ubuntu2.4
gpg-wks-client=2.2.27-3ubuntu2.4
gpg-wks-server=2.2.27-3ubuntu2.4
gpgconf=2.2.27-3ubuntu2.4
gpgsm=2.2.27-3ubuntu2.4
gpgv=2.2.27-3ubuntu2.4
grep=3.7-1build1
groff-base=1.22.4-8build1
gzip=1.10-4ubuntu4.1
hostname=3.23ubuntu2
ibacm=57.amzn1-1
ibverbs-providers=57.amzn1-1
ibverbs-utils=57.amzn1-1
infiniband-diags=57.amzn1-1
init-system-helpers=1.62
intltool-debian=0.35.0+20060710.5
iproute2=5.15.0-1ubuntu2
iso-codes=4.9.0-1
keyutils=1.6.1-2ubuntu3
kmod=29-1ubuntu1
less=590-1ubuntu0.22.04.3
libacl1=2.3.1-1
libaliased-perl=0.34-1.1
libapparmor1=3.0.4-2ubuntu2.4
libapt-pkg-perl=0.1.40build2
libapt-pkg6.0=2.4.14
libarchive-cpio-perl=0.10-1.1
libarchive-zip-perl=1.68-1
libargon2-1=0~20171227-0.3
libarray-intspan-perl=2.004-1
libasan6=11.4.0-1ubuntu1~22.04
libassuan0=2.5.5-1build1
libatm1=1:2.5.1-4build2
libatomic1=12.3.0-1ubuntu1~22.04
libattr1=1:2.5.1-1build1
libaudit-common=1:3.0.7-1build1
libaudit1=1:3.0.7-1build1
libauthen-sasl-perl=2.1600-1.1
libb-hooks-endofscope-perl=0.25-1
libb-hooks-op-check-perl=0.22-1build5
libbabeltrace1=1.5.8-2build1
libbinutils=2.38-4ubuntu2.8
libblkid1=2.37.2-4ubuntu3.4
libboost-regex1.74.0=1.74.0-14ubuntu3
libbpf0=1:0.5.0-1ubuntu22.04.1
libbrotli1=1.0.9-2build6
libbsd0=0.11.5-1
libbz2-1.0=1.0.8-5build1
libc-bin=2.35-0ubuntu3.10
libc-dev-bin=2.35-0ubuntu3.10
libc6=2.35-0ubuntu3.10
libc6-dbg=2.35-0ubuntu3.10
libc6-dev=2.35-0ubuntu3.10
libcap-ng0=0.7.9-2.2build3
libcap2=1:2.44-1ubuntu0.22.04.2
libcap2-bin=1:2.44-1ubuntu0.22.04.2
libcapture-tiny-perl=0.48-1
libcbor0.8=0.8.0-2ubuntu1
libcc1-0=12.3.0-1ubuntu1~22.04
libclass-data-inheritable-perl=0.08-3
libclass-method-modifiers-perl=2.13-1
libclass-xsaccessor-perl=1.19-3build9
libclone-perl=0.45-1build3
libcom-err2=1.46.5-2ubuntu1.2
libcommon-sense-perl=3.75-2build1
libconfig-tiny-perl=2.28-1
libconst-fast-perl=0.014-1.1
libcontextual-return-perl=0.004014-2
libcpanel-json-xs-perl=4.27-1ubuntu0.1
libcrypt-dev=1:4.4.27-1
libcrypt1=1:4.4.27-1
libcryptsetup12=2:2.4.3-1ubuntu1.3
libctf-nobfd0=2.38-4ubuntu2.8
libctf0=2.38-4ubuntu2.8
libcublas-12-8=12.8.4.1-1
libcublas-dev-12-8=12.8.4.1-1
libcudnn9-cuda-12=9.8.0.87-1
libcudnn9-dev-cuda-12=9.8.0.87-1
libcufft-12-8=11.3.3.83-1
libcufft-dev-12-8=11.3.3.83-1
libcufile-12-8=1.13.1.3-1
libcufile-dev-12-8=1.13.1.3-1
libcurand-12-8=10.3.9.90-1
libcurand-dev-12-8=10.3.9.90-1
libcurl3-gnutls=7.81.0-1ubuntu1.20
libcurl4=7.81.0-1ubuntu1.20
libcusolver-12-8=11.7.3.90-1
libcusolver-dev-12-8=11.7.3.90-1
libcusparse-12-8=12.5.8.93-1
libcusparse-dev-12-8=12.5.8.93-1
libdata-dpath-perl=0.58-1
libdata-dump-perl=1.25-1
libdata-messagepack-perl=1.01-2build1
libdata-optlist-perl=0.112-1
libdata-validate-domain-perl=0.10-1.1
libdata-validate-ip-perl=0.30-1
libdata-validate-uri-perl=0.07-2
libdb5.3=5.3.28+dfsg1-0.8ubuntu3
libdbus-1-3=1.12.20-2ubuntu4.1
libdebconfclient0=0.261ubuntu1
libdebhelper-perl=13.6ubuntu1
libdebuginfod-common=0.186-1ubuntu0.1
libdebuginfod1=0.186-1ubuntu0.1
libdevel-callchecker-perl=0.008-1ubuntu4
libdevel-size-perl=0.83-1build4
libdevel-stacktrace-perl=2.0400-1
libdevmapper1.02.1=2:1.02.175-2.1ubuntu5
libdistro-info-perl=1.1ubuntu0.2
libdpkg-perl=1.21.1ubuntu2.3
libdw1=0.186-1ubuntu0.1
libdynaloader-functions-perl=0.003-1.1
libedit2=3.1-20210910-1build1
libelf1=0.186-1ubuntu0.1
libemail-address-xs-perl=1.04-1build6
libencode-locale-perl=1.05-1.1
liberror-perl=0.17029-1
libevent-core-2.1-7=2.1.12-stable-1build3
libevent-pthreads-2.1-7=2.1.12-stable-1build3
libexception-class-perl=1.45-1
libexpat1=2.4.7-1ubuntu0.6
libexporter-tiny-perl=1.002002-1
libext2fs2=1.46.5-2ubuntu1.2
libfabric-aws-bin=2.1.0amzn3.0
libfabric-aws-dev=2.1.0amzn3.0
libfabric1-aws=2.1.0amzn3.0
libfakeroot=1.28-1ubuntu1
libffi8=3.4.2-4
libfido2-1=1.10.0-1
libfile-basedir-perl=0.09-1
libfile-chdir-perl=0.1008-1.1
libfile-dirlist-perl=0.05-2
libfile-find-rule-perl=0.34-1ubuntu0.22.04.1
libfile-homedir-perl=1.006-1
libfile-listing-perl=6.14-1
libfile-stripnondeterminism-perl=1.13.0-1
libfile-touch-perl=0.12-1
libfile-which-perl=1.23-1
libfont-afm-perl=1.20-3
libfont-ttf-perl=1.06-1.1
libgcc-11-dev=11.4.0-1ubuntu1~22.04
libgcc-s1=12.3.0-1ubuntu1~22.04
libgcrypt20=1.9.4-3ubuntu3
libgdbm-compat4=1.23-1
libgdbm6=1.23-1
libgirepository-1.0-1=1.72.0-1
libgit-wrapper-perl=0.048-1
libgitlab-api-v4-perl=0.26-1
libglib2.0-0=2.72.4-0ubuntu2.5
libglib2.0-data=2.72.4-0ubuntu2.5
libgmp10=2:6.2.1+dfsg-3ubuntu1
libgnutls30=3.7.3-4ubuntu1.6
libgomp1=12.3.0-1ubuntu1~22.04
libgpg-error0=1.43-3
libgpgme11=1.16.0-1.2ubuntu4.2
libgpm2=1.20.7-10build1
libgssapi-krb5-2=1.19.2-2ubuntu0.7
libhash-fieldhash-perl=0.15-1build5
libhogweed6=3.7.3-1build2
libhtml-form-perl=6.07-1
libhtml-format-perl=2.12-1.1
libhtml-html5-entities-perl=0.004-1.1
libhtml-parser-perl=3.76-1build2
libhtml-tagset-perl=3.20-4
libhtml-tree-perl=5.07-2
libhttp-cookies-perl=6.10-1
libhttp-daemon-perl=6.13-1ubuntu0.1
libhttp-date-perl=6.05-1
libhttp-message-perl=6.36-1
libhttp-negotiate-perl=6.01-1
libhttp-tiny-multipart-perl=0.08-1.1
libhwloc-dev=2.7.0-2ubuntu1
libhwloc-plugins=2.7.0-2ubuntu1
libhwloc15=2.7.0-2ubuntu1
libibmad-dev=57.amzn1-1
libibmad5=57.amzn1-1
libibnetdisc-dev=57.amzn1-1
libibnetdisc5=57.amzn1-1
libibumad-dev=57.amzn1-1
libibumad3=57.amzn1-1
libibverbs-dev=57.amzn1-1
libibverbs1=57.amzn1-1
libicu70=70.1-2
libidn2-0=2.3.2-2build1
libimport-into-perl=1.002005-1
libio-html-perl=1.004-2
libio-interactive-perl=1.023-1
libio-prompt-tiny-perl=0.003-1
libio-prompter-perl=0.004015-1
libio-pty-perl=1:1.15-2build2
libio-socket-ssl-perl=2.074-2
libio-string-perl=1.08-3.1
libip4tc2=1.8.7-1ubuntu5.2
libipc-run-perl=20200505.0-1
libipc-run3-perl=0.048-2
libipc-system-simple-perl=1.30-1
libipt2=2.0.5-1
libisl23=0.24-2build1
libiterator-perl=0.03+ds1-1.1
libiterator-util-perl=0.02+ds1-1.1
libitm1=12.3.0-1ubuntu1~22.04
libjemalloc-dev=5.2.1-4ubuntu1
libjemalloc2=5.2.1-4ubuntu1
libjson-c5=0.15-3~ubuntu1.22.04.2
libjson-maybexs-perl=1.004003-1
libjson-perl=4.04000-1
libjson-xs-perl=4.030-1build3
libk5crypto3=1.19.2-2ubuntu0.7
libkeyutils1=1.6.1-2ubuntu3
libkmod2=29-1ubuntu1
libkrb5-3=1.19.2-2ubuntu0.7
libkrb5support0=1.19.2-2ubuntu0.7
libksba8=1.6.0-2ubuntu0.2
libldap-2.5-0=2.5.19+dfsg-0ubuntu0.22.04.1
liblist-compare-perl=0.55-1
liblist-moreutils-perl=0.430-2
liblist-moreutils-xs-perl=0.430-2build2
liblist-someutils-perl=0.58-1
liblist-someutils-xs-perl=0.58-2build3
liblist-utilsby-perl=0.11-1
liblog-any-adapter-screen-perl=0.140-2
liblog-any-perl=1.710-1
liblsan0=12.3.0-1ubuntu1~22.04
libltdl-dev=2.4.6-15build2
libltdl7=2.4.6-15build2
liblwp-mediatypes-perl=6.04-1
liblwp-protocol-https-perl=6.10-1
liblz4-1=1.9.3-2build2
liblzma5=5.2.5-2ubuntu1
liblzo2-2=2.10-2build3
libmagic-mgc=1:5.41-3ubuntu0.1
libmagic1=1:5.41-3ubuntu0.1
libmail-sendmail-perl=0.80-1.1
libmailtools-perl=2.21-1
libmarkdown2=2.2.7-2
libmath-base85-perl=0.5+dfsg-1
libmd0=1.0.4-1build1
libmnl0=1.0.4-3build2
libmodule-implementation-perl=0.09-1.1
libmodule-runtime-perl=0.016-1
libmoo-perl=2.005004-3
libmoox-aliases-perl=0.001006-1.1
libmoox-struct-perl=0.020-1
libmount1=2.37.2-4ubuntu3.4
libmouse-perl=2.5.10-1build4
libmpc3=1.2.1-2build1
libmpdec3=2.5.1-2build2
libmpfr6=4.1.0-3build3
libnamespace-autoclean-perl=0.29-1
libnamespace-clean-perl=0.27-1
libnccl-dev=2.25.1-1+cuda12.8
libnccl-ofi=1.15.0-1
libnccl2=2.25.1-1+cuda12.8
libncurses6=6.3-2ubuntu0.1
libncursesw6=6.3-2ubuntu0.1
libnet-domain-tld-perl=1.75-1.1
libnet-http-perl=6.22-1
libnet-ipv6addr-perl=1.02-1
libnet-netmask-perl=2.0001-1
libnet-smtp-ssl-perl=1.04-1
libnet-ssleay-perl=1.92-1build2
libnetaddr-ip-perl=4.079+dfsg-1build7
libnettle8=3.7.3-1build2
libnfsidmap1=1:2.6.1-1ubuntu1.2
libnghttp2-14=1.43.0-1ubuntu0.2
libnl-3-200=3.5.0-0.1
libnl-3-dev=3.5.0-0.1
libnl-route-3-200=3.5.0-0.1
libnl-route-3-dev=3.5.0-0.1
libnpp-12-8=12.3.3.100-1
libnpp-dev-12-8=12.3.3.100-1
libnpth0=1.6-3build2
libnsl-dev=1.3.0-2build2
libnsl2=1.3.0-2build2
libnss-systemd=249.11-0ubuntu3.16
libnuma-dev=2.0.14-3ubuntu2
libnuma1=2.0.14-3ubuntu2
libnumber-compare-perl=0.03-2
libnvfatbin-12-8=12.8.90-1
libnvfatbin-dev-12-8=12.8.90-1
libnvjitlink-12-8=12.8.93-1
libnvjitlink-dev-12-8=12.8.93-1
libnvjpeg-12-8=12.3.5.92-1
libnvjpeg-dev-12-8=12.3.5.92-1
libobject-id-perl=0.1.2-2.1ubuntu1
libp11-kit0=0.24.0-6build1
libpackage-stash-perl=0.39-1
libpackage-stash-xs-perl=0.29-1build5
libpam-cap=1:2.44-1ubuntu0.22.04.2
libpam-modules=1.4.0-11ubuntu2.6
libpam-modules-bin=1.4.0-11ubuntu2.6
libpam-runtime=1.4.0-11ubuntu2.6
libpam-systemd=249.11-0ubuntu3.16
libpam0g=1.4.0-11ubuntu2.6
libparams-classify-perl=0.015-1build5
libparams-util-perl=1.102-1build3
libpath-iterator-rule-perl=1.015-1
libpath-tiny-perl=0.122-1
libpci3=1:3.7.0-6
libpciaccess0=0.16-3
libpcre2-8-0=10.39-3ubuntu0.1
libpcre3=2:8.39-13ubuntu0.22.04.1
libperl5.34=5.34.0-3ubuntu1.4
libperlio-gzip-perl=0.19-1build8
libperlio-utf8-strict-perl=0.009-1build1
libpipeline1=1.5.5-1
libpmix-aws=4.2.8
libpod-constants-perl=0.19-2
libpod-parser-perl=1.63-2
libpopt0=1.18-3build1
libproc-processtable-perl=0.634-1build1
libprocps8=2:3.3.17-6ubuntu2.1
libpsl5=0.21.0-1.2build2
libpython3-stdlib=3.10.6-1~22.04.1
libpython3.10=3.10.12-1~22.04.10
libpython3.10-minimal=3.10.12-1~22.04.10
libpython3.10-stdlib=3.10.12-1~22.04.10
libquadmath0=12.3.0-1ubuntu1~22.04
librdmacm-dev=57.amzn1-1
librdmacm1=57.amzn1-1
libre-engine-re2-perl=0.14-1build2
libre2-9=20220201+dfsg-1
libreadline8=8.1.2-1
libreadonly-perl=2.050-3
libref-util-perl=0.204-1
libref-util-xs-perl=0.117-1build5
libregexp-pattern-license-perl=3.9.3-1
libregexp-pattern-perl=0.2.14-1
librole-tiny-perl=2.002004-1
librtmp1=2.4+20151223.gitfa8646d.1-2build4
libsasl2-2=2.1.27+dfsg2-3ubuntu1.2
libsasl2-modules-db=2.1.27+dfsg2-3ubuntu1.2
libseccomp2=2.5.3-2ubuntu3~22.04.1
libselinux1=3.3-1build2
libsemanage-common=3.3-1build2
libsemanage2=3.3-1build2
libsepol2=3.3-1build1
libsereal-decoder-perl=4.023+ds-1
libsereal-encoder-perl=4.023+ds-1
libset-intspan-perl=1.19-2
libsigsegv2=2.13-1ubuntu3
libsmartcols1=2.37.2-4ubuntu3.4
libsocket6-perl=0.29-1build4
libsodium23=1.0.18-1build2
libsort-versions-perl=1.62-1
libsource-highlight-common=3.1.9-4.1build2
libsource-highlight4v5=3.1.9-4.1build2
libsqlite3-0=3.37.2-2ubuntu0.4
libss2=1.46.5-2ubuntu1.2
libssh-4=0.9.6-2ubuntu0.22.04.4
libssl3=3.0.2-0ubuntu1.19
libstdc++-11-dev=11.4.0-1ubuntu1~22.04
libstdc++6=12.3.0-1ubuntu1~22.04
libstrictures-perl=2.000006-1
libstring-copyright-perl=0.003012-1
libstring-escape-perl=2010.002-2
libstring-shellquote-perl=1.04-1
libsub-exporter-perl=0.988-1
libsub-exporter-progressive-perl=0.001013-1
libsub-identify-perl=0.14-1build5
libsub-install-perl=0.928-1.1
libsub-name-perl=0.26-1build3
libsub-override-perl=0.09-2
libsub-quote-perl=2.006006-1
libsubunit-dev=1.4.0-3
libsubunit0=1.4.0-3
libsyntax-keyword-try-perl=0.26-1build1
libsys-hostname-long-perl=1.5-2
libsystemd0=249.11-0ubuntu3.16
libtasn1-6=4.18.0-4ubuntu0.1
libtcl8.6=8.6.12+dfsg-1build1
libterm-readkey-perl=2.38-1build4
libtext-glob-perl=0.11-2
libtext-levenshteinxs-perl=0.03-4build10
libtext-markdown-discount-perl=0.13-1build1
libtext-xslate-perl=3.5.9-1build1
libtime-duration-perl=1.21-1
libtime-moment-perl=0.44-1build6
libtimedate-perl=2.3300-2
libtinfo6=6.3-2ubuntu0.1
libtirpc-common=1.3.2-2ubuntu0.1
libtirpc-dev=1.3.2-2ubuntu0.1
libtirpc3=1.3.2-2ubuntu0.1
libtool=2.4.6-15build2
libtry-tiny-perl=0.31-1
libtsan0=11.4.0-1ubuntu1~22.04
libtype-tiny-perl=1.012004-1
libtype-tiny-xs-perl=0.022-1build2
libtypes-serialiser-perl=1.01-1
libubsan1=12.3.0-1ubuntu1~22.04
libuchardet0=0.0.7-1build2
libudev1=249.11-0ubuntu3.16
libunicode-utf8-perl=0.62-1build4
libunistring2=1.0-1
libunwind8=1.3.2-2build2.1
liburi-perl=5.10-1
libutempter0=1.2.1-2build2
libuuid1=2.37.2-4ubuntu3.4
libvariable-magic-perl=0.62-1build5
libwant-perl=0.29-1build7
libwrap0=7.6.q-31build2
libwww-perl=6.61-1
libwww-robotrules-perl=6.02-1
libx11-6=2:1.7.5-1ubuntu0.3
libx11-data=2:1.7.5-1ubuntu0.3
libxau6=1:1.0.9-1build5
libxcb1=1.14-3ubuntu3
libxdmcp6=1:1.1.3-0ubuntu5
libxext6=2:1.3.4-1build1
libxml-libxml-perl=2.0207+dfsg+really+2.0134-1
libxml-namespacesupport-perl=1.12-1.1
libxml-parser-perl=2.46-3build1
libxml-sax-base-perl=1.09-1.1
libxml-sax-expat-perl=0.51-1
libxml-sax-perl=1.02+dfsg-3
libxml2=2.9.13+dfsg-1ubuntu0.7
libxmuu1=2:1.1.3-3
libxnvctrl0=575.57.08-0ubuntu1
libxs-parse-keyword-perl=0.21-1build1
libxtables12=1.8.7-1ubuntu5.2
libxxhash0=0.8.1-1
libyaml-0-2=0.2.2-1build2
libyaml-libyaml-perl=0.83+ds-1ubuntu0.22.04.1
libzstd1=1.4.8+dfsg-3build1
licensecheck=3.2.14-2
lintian=2.114.0ubuntu1.6
linux-libc-dev=5.15.0-143.153
login=1:4.8.1-2ubuntu2.2
logsave=1.46.5-2ubuntu1.2
lsb-base=11.1.0ubuntu4
lsb-release=11.1.0ubuntu4
lto-disabled-list=24
lzip=1.23-1
lzop=1.04-2build2
m4=1.4.18-5ubuntu2
make=4.3-4.1build1
man-db=2.10.2-1
mawk=1.3.4.20200120-3
media-types=7.0.0
mount=2.37.2-4ubuntu3.4
ncurses-base=6.3-2ubuntu0.1
ncurses-bin=6.3-2ubuntu0.1
ncurses-term=6.3-2ubuntu0.1
netbase=6.3
networkd-dispatcher=2.1-2ubuntu0.22.04.2
nfs-common=1:2.6.1-1ubuntu1.2
nsight-compute-2025.1.1=2025.1.1.2-1
ocl-icd-libopencl1=2.2.14-3
openmpi40-aws=4.1.7-1
openmpi50-aws=5.0.6
openssh-client=1:8.9p1-3ubuntu0.13
openssh-server=1:8.9p1-3ubuntu0.13
openssh-sftp-server=1:8.9p1-3ubuntu0.13
openssl=3.0.2-0ubuntu1.19
passwd=1:4.8.1-2ubuntu2.2
patch=2.7.6-7build2
patchutils=0.4.2-1build2
pci.ids=0.0~2022.01.22-1ubuntu0.1
pciutils=1:3.7.0-6
perl=5.34.0-3ubuntu1.4
perl-base=5.34.0-3ubuntu1.4
perl-modules-5.34=5.34.0-3ubuntu1.4
perl-openssl-defaults=5build2
pinentry-curses=1.1.1-1build2
pkg-config=0.29.2-1ubuntu3
po-debconf=1.0.21+nmu1
procps=2:3.3.17-6ubuntu2.1
prrte-aws=3.0.6
publicsuffix=20211207.1025-1
python-apt-common=2.4.0ubuntu4
python3=3.10.6-1~22.04.1
python3-apt=2.4.0ubuntu4
python3-certifi=2020.6.20-1
python3-chardet=4.0.0-1
python3-dbus=1.2.18-3build1
python3-debian=0.1.43ubuntu1.1
python3-distro=1.7.0-1
python3-gi=3.42.1-0ubuntu1
python3-gpg=1.16.0-1.2ubuntu4.2
python3-idna=3.3-1ubuntu0.1
python3-magic=2:0.4.24-2
python3-minimal=3.10.6-1~22.04.1
python3-pkg-resources=59.6.0-1.2ubuntu0.22.04.3
python3-requests=2.25.1+dfsg-2ubuntu0.3
python3-six=1.16.0-3ubuntu1
python3-unidiff=0.5.5-2
python3-urllib3=1.26.5-1~exp1ubuntu0.3
python3-xdg=0.27-2
python3.10=3.10.12-1~22.04.10
python3.10-minimal=3.10.12-1~22.04.10
rdma-core=57.amzn1-1
rdmacm-utils=57.amzn1-1
readline-common=8.1.2-1
rpcbind=1.2.6-2build1
rpcsvc-proto=1.4.2-0ubuntu6
rsync=3.2.7-0ubuntu0.22.04.4
screen=4.9.0-1
sed=4.8-1ubuntu2
sensible-utils=0.0.17
shared-mime-info=2.1-2
ssh=1:8.9p1-3ubuntu0.13
ssh-import-id=5.11-0ubuntu1
strace=5.16-0ubuntu3
sudo=1.9.9-1ubuntu2.5
supervisor=4.2.1-1ubuntu1
systemd=249.11-0ubuntu3.16
systemd-hwe-hwdb=249.11.5
systemd-sysv=249.11-0ubuntu3.16
systemd-timesyncd=249.11-0ubuntu3.16
sysvinit-utils=3.01-1ubuntu1
t1utils=1.41-4build2
tar=1.34+dfsg-1ubuntu0.1.22.04.2
tcl=8.6.11+1build2
tcl8.6=8.6.12+dfsg-1build1
tmux=3.2a-4ubuntu0.2
tzdata=2025b-0ubuntu0.22.04.1
ubuntu-keyring=2021.03.26
ucf=3.0043
udev=249.11-0ubuntu3.16
unzip=6.0-26ubuntu3.2
usrmerge=25ubuntu2
util-linux=2.37.2-4ubuntu3.4
vim=2:8.2.3995-1ubuntu2.24
vim-common=2:8.2.3995-1ubuntu2.24
vim-runtime=2:8.2.3995-1ubuntu2.24
wdiff=1.2.2-2build3
wget=1.21.2-2ubuntu1.1
xauth=1:1.1-1build2
xdg-user-dirs=0.17-2ubuntu4
xxd=2:8.2.3995-1ubuntu2.24
xz-utils=5.2.5-2ubuntu1
zip=3.0-12build2
zlib1g=1:1.2.11.dfsg-2ubuntu9.2
zsh=5.8.1-1
zsh-common=5.8.1-1
zstd=1.4.8+dfsg-3build1

Ray 2.48.0, CUDA version 12.5

The base image anyscale/ray:2.48.0-py312-cu125 contains the following packages:

Pip packages

aiofiles==22.1.0
aiohappyeyeballs==2.6.1
aiohttp==3.11.16
aiohttp-cors==0.7.0
aiosignal==1.3.1
aiosqlite==0.19.0
annotated-types==0.6.0
anyio==3.7.1
anyscale==0.26.42
archspec==0.2.5
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==25.1.0
Babel==2.13.1
backcall==0.2.0
beautifulsoup4==4.11.1
bleach==6.1.0
boltons==24.0.0
boto3==1.26.76
botocore==1.29.76
Brotli==1.1.0
cachetools==5.5.2
certifi==2025.1.31
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
cloudpickle==3.1.1
colorama==0.4.6
colorful==0.5.5
comm==0.2.0
conda==24.11.3
conda-libmamba-solver==24.9.0
conda-package-handling==2.4.0
conda_package_streaming==0.11.0
cryptography==44.0.3
cupy-cuda12x==13.1.0
Cython==0.29.37
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
distro==1.9.0
dm-tree==0.1.8
entrypoints==0.4
executing==2.0.1
Farama-Notifications==0.0.4
fastapi==0.115.12
fastjsonschema==2.19.0
fastrlock==0.8.2
filelock==3.17.0
flatbuffers==23.5.26
fqdn==1.5.1
frozendict==2.4.6
frozenlist==1.4.1
fsspec==2023.5.0
gitdb==4.0.12
GitPython==3.1.44
google-api-core==2.25.1
google-api-python-client==2.111.0
google-auth==2.23.4
google-auth-httplib2==0.1.1
google-cloud-certificate-manager==1.10.2
google-cloud-common==1.5.2
google-cloud-compute==1.32.0
google-cloud-core==2.4.1
google-cloud-filestore==1.13.2
google-cloud-redis==2.18.1
google-cloud-resource-manager==1.14.2
google-cloud-secret-manager==2.24.0
google-cloud-storage==2.14.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.6.0
googleapis-common-protos==1.61.0
grpc-google-iam-v1==0.14.2
grpcio==1.73.1
grpcio-status==1.62.3
grpcio-tools==1.73.1
gymnasium==1.0.0
h11==0.16.0
h2==4.1.0
hpack==4.0.0
httplib2==0.20.4
httptools==0.6.4
humanize==4.12.3
hyperframe==6.0.1
idna==3.7
importlib-metadata==6.11.0
ipykernel==6.27.1
ipython==8.12.3
ipython-genutils==0.2.0
ipywidgets==8.1.3
isoduration==20.11.0
jedi==0.19.1
Jinja2==3.1.6
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.33
jsonpointer==2.4
jsonschema==4.23.0
jsonschema-specifications==2024.10.1
jupyter-client==7.3.4
jupyter_core==5.5.0
jupyter-events==0.6.3
jupyter-server==1.24.0
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==2.24.0
jupyterlab_widgets==3.0.11
libmambapy==1.5.12
log-symbols==0.0.14
lxml==4.9.4
lz4==4.3.3
mamba==1.5.12
markdown-it-py==2.2.0
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mdurl==0.1.2
memray==1.10.0
menuinst==2.2.0
mistune==0.8.4
msgpack==1.0.7
multidict==6.0.5
nbclassic==1.0.0
nbclient==0.5.13
nbconvert==6.5.4
nbformat==5.9.2
nest-asyncio==1.5.8
notebook==6.5.7
notebook_shim==0.2.3
numpy==1.26.4
oauth2client==4.1.3
opencensus==0.11.3
opencensus-context==0.1.3
opentelemetry-api==1.34.1
opentelemetry-exporter-prometheus==0.55b1
opentelemetry-proto==1.27.0
opentelemetry-sdk==1.34.1
opentelemetry-semantic-conventions==0.55b1
ormsgpack==1.7.0
packaging==23.0
pandas==2.3.1
pandocfilters==1.5.0
parso==0.8.3
pathspec==0.12.1
pexpect==4.8.0
pickleshare==0.7.5
pip==24.3.1
platformdirs==3.11.0
pluggy==1.5.0
polars==1.30.0
prometheus-client==0.19.0
prompt-toolkit==3.0.41
propcache==0.3.0
proto-plus==1.26.1
protobuf==4.25.8
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.4.0
pyarrow==14.0.2
pyasn1==0.5.1
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pycurl==7.45.3
pydantic==2.10.0
pydantic_core==2.27.0
Pygments==2.18.0
pyOpenSSL==25.0.0
pyparsing==3.1.1
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.1.1
python-json-logger==2.0.7
pytz==2022.7.1
PyYAML==6.0.1
pyzmq==26.0.3
ray==2.48.0
redis==4.4.2
referencing==0.36.2
requests==2.32.3
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==13.3.2
rpds-py==0.22.3
rsa==4.7.2
ruamel.yaml==0.18.10
ruamel.yaml.clib==0.2.8
s3transfer==0.6.2
scipy==1.11.4
Send2Trash==1.8.3
setuptools==71.1.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.2
sniffio==1.3.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.46.2
tabulate==0.9.0
tensorboardX==2.6.2.2
termcolor==3.1.0
terminado==0.10.1
tinycss2==1.3.0
tornado==6.5.1
tqdm==4.67.1
traitlets==5.14.3
truststore==0.10.0
types-python-dateutil==2.9.0.20240316
typing_extensions==4.12.2
tzdata==2025.2
tzlocal==5.3.1
uri-template==1.3.0
uritemplate==4.1.1
urllib3==1.26.19
uvicorn==0.22.0
uvloop==0.21.0
virtualenv==20.29.1
watchfiles==0.19.0
wcwidth==0.2.13
webcolors==24.6.0
webencodings==0.5.1
websocket-client==1.8.0
websockets==11.0.3
wheel==0.45.1
widgetsnbextension==4.0.11
wrapt==1.17.2
y-py==0.6.2
yarl==1.18.3
ypy-websocket==0.8.4
zipp==3.19.2
zstandard==0.23.0

Conda packages

_libgcc_mutex=0.1=conda_forge
_openmp_mutex=4.5=2_gnu
archspec=0.2.5=pyhd8ed1ab_0
boltons=24.0.0=pyhd8ed1ab_1
brotli-python=1.1.0=py312h2ec8cdc_2
bzip2=1.0.8=h4bc722e_7
c-ares=1.34.4=hb9d3cd8_0
ca-certificates=2025.7.9=hbd8a1cb_0
colorama=0.4.6=pyhd8ed1ab_1
conda=24.11.3=py312h7900ff3_0
conda-libmamba-solver=24.9.0=pyhd8ed1ab_0
conda-package-handling=2.4.0=pyh7900ff3_2
conda-package-streaming=0.11.0=pyhd8ed1ab_0
distro=1.9.0=pyhd8ed1ab_1
fmt=11.0.2=h434a139_0
frozendict=2.4.6=py312h66e93f0_0
h2=4.1.0=pyhd8ed1ab_1
hpack=4.0.0=pyhd8ed1ab_1
hyperframe=6.0.1=pyhd8ed1ab_1
jsonpatch=1.33=pyhd8ed1ab_1
keyutils=1.6.1=h166bdaf_0
krb5=1.21.3=h659f571_0
ld_impl_linux-64=2.43=h712a8e2_2
libarchive=3.7.7=h4585015_3
libcurl=8.11.1=h332b0f4_0
libedit=3.1.20240808=pl5321h7949ede_0
libev=4.33=hd590300_2
libexpat=2.7.0=h5888daf_0
libffi=3.4.2=h7f98852_5
libgcc=15.1.0=h767d61c_3
libgcc-ng=15.1.0=h69a702a_3
libgomp=15.1.0=h767d61c_3
libiconv=1.17=hd590300_2
liblzma=5.8.1=hb9d3cd8_2
libmamba=1.5.12=h49b8a8d_0
libmambapy=1.5.12=py312hbaee817_0
libnghttp2=1.64.0=h161d5f1_0
libnsl=2.0.1=hd590300_0
libsolv=0.7.30=h3509ff9_0
libsqlite=3.50.2=h0c1763c_2
libssh2=1.11.1=hf672d98_0
libstdcxx=15.1.0=h8f9b012_3
libstdcxx-ng=15.1.0=h4852527_3
libuuid=2.38.1=h0b41bf4_0
libxcrypt=4.4.36=hd590300_1
libxml2=2.13.5=h0d44e9d_1
libzlib=1.3.1=hb9d3cd8_2
lz4-c=1.10.0=h5888daf_1
lzo=2.10=hd590300_1001
mamba=1.5.12=py312h9460a1c_0
menuinst=2.2.0=py312h7900ff3_0
ncurses=6.5=h2d0b736_2
openssl=3.5.1=h7b32b05_0
pip=24.3.1=pyh8b19718_2
pluggy=1.5.0=pyhd8ed1ab_1
pybind11-abi=4=hd8ed1ab_3
pycosat=0.6.6=py312h66e93f0_2
pysocks=1.7.1=pyha55dd90_7
python=3.12.9=h9e4cc4f_1_cpython
python_abi=3.12=5_cp312
readline=8.2=h8228510_1
reproc=14.2.5.post0=hb9d3cd8_0
reproc-cpp=14.2.5.post0=h5888daf_0
requests=2.32.3=pyhd8ed1ab_1
ruamel.yaml=0.18.10=py312h66e93f0_0
ruamel.yaml.clib=0.2.8=py312h66e93f0_1
tk=8.6.13=noxft_h4845f30_101
tqdm=4.67.1=pyhd8ed1ab_1
truststore=0.10.0=pyhd8ed1ab_0
wheel=0.45.1=pyhd8ed1ab_1
yaml-cpp=0.8.0=h59595ed_0
zstandard=0.23.0=py312hef9b889_1
zstd=1.5.6=ha6fb4c9_0

Debian packages

adduser=3.118ubuntu5
apt=2.4.14
autoconf=2.71-2
automake=1:1.16.5-1.3
autopoint=0.21-4ubuntu4
autotools-dev=20220109.1
base-files=12ubuntu4.7
base-passwd=3.5.52build1
bash=5.1-6ubuntu1.1
binutils=2.38-4ubuntu2.8
binutils-common=2.38-4ubuntu2.8
binutils-x86-64-linux-gnu=2.38-4ubuntu2.8
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libtext-xslate-perl=3.5.9-1build1
libtime-duration-perl=1.21-1
libtime-moment-perl=0.44-1build6
libtimedate-perl=2.3300-2
libtinfo6=6.3-2ubuntu0.1
libtirpc-common=1.3.2-2ubuntu0.1
libtirpc-dev=1.3.2-2ubuntu0.1
libtirpc3=1.3.2-2ubuntu0.1
libtool=2.4.6-15build2
libtry-tiny-perl=0.31-1
libtsan0=11.4.0-1ubuntu1~22.04
libtype-tiny-perl=1.012004-1
libtype-tiny-xs-perl=0.022-1build2
libtypes-serialiser-perl=1.01-1
libubsan1=12.3.0-1ubuntu1~22.04
libuchardet0=0.0.7-1build2
libudev1=249.11-0ubuntu3.16
libunicode-utf8-perl=0.62-1build4
libunistring2=1.0-1
libunwind8=1.3.2-2build2.1
liburi-perl=5.10-1
libutempter0=1.2.1-2build2
libuuid1=2.37.2-4ubuntu3.4
libvariable-magic-perl=0.62-1build5
libwant-perl=0.29-1build7
libwrap0=7.6.q-31build2
libwww-perl=6.61-1
libwww-robotrules-perl=6.02-1
libx11-6=2:1.7.5-1ubuntu0.3
libx11-data=2:1.7.5-1ubuntu0.3
libxau6=1:1.0.9-1build5
libxcb1=1.14-3ubuntu3
libxdmcp6=1:1.1.3-0ubuntu5
libxext6=2:1.3.4-1build1
libxml-libxml-perl=2.0207+dfsg+really+2.0134-1
libxml-namespacesupport-perl=1.12-1.1
libxml-parser-perl=2.46-3build1
libxml-sax-base-perl=1.09-1.1
libxml-sax-expat-perl=0.51-1
libxml-sax-perl=1.02+dfsg-3
libxml2=2.9.13+dfsg-1ubuntu0.7
libxmuu1=2:1.1.3-3
libxnvctrl0=575.57.08-0ubuntu1
libxs-parse-keyword-perl=0.21-1build1
libxtables12=1.8.7-1ubuntu5.2
libxxhash0=0.8.1-1
libyaml-0-2=0.2.2-1build2
libyaml-libyaml-perl=0.83+ds-1ubuntu0.22.04.1
libzstd1=1.4.8+dfsg-3build1
licensecheck=3.2.14-2
lintian=2.114.0ubuntu1.6
linux-libc-dev=5.15.0-143.153
login=1:4.8.1-2ubuntu2.2
logsave=1.46.5-2ubuntu1.2
lsb-base=11.1.0ubuntu4
lsb-release=11.1.0ubuntu4
lto-disabled-list=24
lzip=1.23-1
lzop=1.04-2build2
m4=1.4.18-5ubuntu2
make=4.3-4.1build1
man-db=2.10.2-1
mawk=1.3.4.20200120-3
media-types=7.0.0
mount=2.37.2-4ubuntu3.4
ncurses-base=6.3-2ubuntu0.1
ncurses-bin=6.3-2ubuntu0.1
ncurses-term=6.3-2ubuntu0.1
netbase=6.3
networkd-dispatcher=2.1-2ubuntu0.22.04.2
nfs-common=1:2.6.1-1ubuntu1.2
nsight-compute-2024.2.1=2024.2.1.2-1
ocl-icd-libopencl1=2.2.14-3
openmpi40-aws=4.1.7-1
openmpi50-aws=5.0.6
openssh-client=1:8.9p1-3ubuntu0.13
openssh-server=1:8.9p1-3ubuntu0.13
openssh-sftp-server=1:8.9p1-3ubuntu0.13
openssl=3.0.2-0ubuntu1.19
passwd=1:4.8.1-2ubuntu2.2
patch=2.7.6-7build2
patchutils=0.4.2-1build2
pci.ids=0.0~2022.01.22-1ubuntu0.1
pciutils=1:3.7.0-6
perl=5.34.0-3ubuntu1.4
perl-base=5.34.0-3ubuntu1.4
perl-modules-5.34=5.34.0-3ubuntu1.4
perl-openssl-defaults=5build2
pinentry-curses=1.1.1-1build2
pkg-config=0.29.2-1ubuntu3
po-debconf=1.0.21+nmu1
procps=2:3.3.17-6ubuntu2.1
prrte-aws=3.0.6
publicsuffix=20211207.1025-1
python-apt-common=2.4.0ubuntu4
python3=3.10.6-1~22.04.1
python3-apt=2.4.0ubuntu4
python3-certifi=2020.6.20-1
python3-chardet=4.0.0-1
python3-dbus=1.2.18-3build1
python3-debian=0.1.43ubuntu1.1
python3-distro=1.7.0-1
python3-gi=3.42.1-0ubuntu1
python3-gpg=1.16.0-1.2ubuntu4.2
python3-idna=3.3-1ubuntu0.1
python3-magic=2:0.4.24-2
python3-minimal=3.10.6-1~22.04.1
python3-pkg-resources=59.6.0-1.2ubuntu0.22.04.3
python3-requests=2.25.1+dfsg-2ubuntu0.3
python3-six=1.16.0-3ubuntu1
python3-unidiff=0.5.5-2
python3-urllib3=1.26.5-1~exp1ubuntu0.3
python3-xdg=0.27-2
python3.10=3.10.12-1~22.04.10
python3.10-minimal=3.10.12-1~22.04.10
rdma-core=57.amzn1-1
rdmacm-utils=57.amzn1-1
readline-common=8.1.2-1
rpcbind=1.2.6-2build1
rpcsvc-proto=1.4.2-0ubuntu6
rsync=3.2.7-0ubuntu0.22.04.4
screen=4.9.0-1
sed=4.8-1ubuntu2
sensible-utils=0.0.17
shared-mime-info=2.1-2
ssh=1:8.9p1-3ubuntu0.13
ssh-import-id=5.11-0ubuntu1
strace=5.16-0ubuntu3
sudo=1.9.9-1ubuntu2.5
supervisor=4.2.1-1ubuntu1
systemd=249.11-0ubuntu3.16
systemd-hwe-hwdb=249.11.5
systemd-sysv=249.11-0ubuntu3.16
systemd-timesyncd=249.11-0ubuntu3.16
sysvinit-utils=3.01-1ubuntu1
t1utils=1.41-4build2
tar=1.34+dfsg-1ubuntu0.1.22.04.2
tcl=8.6.11+1build2
tcl8.6=8.6.12+dfsg-1build1
tmux=3.2a-4ubuntu0.2
tzdata=2025b-0ubuntu0.22.04.1
ubuntu-keyring=2021.03.26
ucf=3.0043
udev=249.11-0ubuntu3.16
unzip=6.0-26ubuntu3.2
usrmerge=25ubuntu2
util-linux=2.37.2-4ubuntu3.4
vim=2:8.2.3995-1ubuntu2.24
vim-common=2:8.2.3995-1ubuntu2.24
vim-runtime=2:8.2.3995-1ubuntu2.24
wdiff=1.2.2-2build3
wget=1.21.2-2ubuntu1.1
xauth=1:1.1-1build2
xdg-user-dirs=0.17-2ubuntu4
xxd=2:8.2.3995-1ubuntu2.24
xz-utils=5.2.5-2ubuntu1
zip=3.0-12build2
zlib1g=1:1.2.11.dfsg-2ubuntu9.2
zsh=5.8.1-1
zsh-common=5.8.1-1
zstd=1.4.8+dfsg-3build1

Ray 2.48.0, CUDA version 12.4

The base image anyscale/ray:2.48.0-py312-cu124 contains the following packages:

Pip packages

aiofiles==22.1.0
aiohappyeyeballs==2.6.1
aiohttp==3.11.16
aiohttp-cors==0.7.0
aiosignal==1.3.1
aiosqlite==0.19.0
annotated-types==0.6.0
anyio==3.7.1
anyscale==0.26.42
archspec==0.2.5
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==25.1.0
Babel==2.13.1
backcall==0.2.0
beautifulsoup4==4.11.1
bleach==6.1.0
boltons==24.0.0
boto3==1.26.76
botocore==1.29.76
Brotli==1.1.0
cachetools==5.5.2
certifi==2025.1.31
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
cloudpickle==3.1.1
colorama==0.4.6
colorful==0.5.5
comm==0.2.0
conda==24.11.3
conda-libmamba-solver==24.9.0
conda-package-handling==2.4.0
conda_package_streaming==0.11.0
cryptography==44.0.3
cupy-cuda12x==13.1.0
Cython==0.29.37
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
distro==1.9.0
dm-tree==0.1.8
entrypoints==0.4
executing==2.0.1
Farama-Notifications==0.0.4
fastapi==0.115.12
fastjsonschema==2.19.0
fastrlock==0.8.2
filelock==3.17.0
flatbuffers==23.5.26
fqdn==1.5.1
frozendict==2.4.6
frozenlist==1.4.1
fsspec==2023.5.0
gitdb==4.0.12
GitPython==3.1.44
google-api-core==2.25.1
google-api-python-client==2.111.0
google-auth==2.23.4
google-auth-httplib2==0.1.1
google-cloud-certificate-manager==1.10.2
google-cloud-common==1.5.2
google-cloud-compute==1.32.0
google-cloud-core==2.4.1
google-cloud-filestore==1.13.2
google-cloud-redis==2.18.1
google-cloud-resource-manager==1.14.2
google-cloud-secret-manager==2.24.0
google-cloud-storage==2.14.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.6.0
googleapis-common-protos==1.61.0
grpc-google-iam-v1==0.14.2
grpcio==1.73.1
grpcio-status==1.62.3
grpcio-tools==1.73.1
gymnasium==1.0.0
h11==0.16.0
h2==4.1.0
hpack==4.0.0
httplib2==0.20.4
httptools==0.6.4
humanize==4.12.3
hyperframe==6.0.1
idna==3.7
importlib-metadata==6.11.0
ipykernel==6.27.1
ipython==8.12.3
ipython-genutils==0.2.0
ipywidgets==8.1.3
isoduration==20.11.0
jedi==0.19.1
Jinja2==3.1.6
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.33
jsonpointer==2.4
jsonschema==4.23.0
jsonschema-specifications==2024.10.1
jupyter-client==7.3.4
jupyter_core==5.5.0
jupyter-events==0.6.3
jupyter-server==1.24.0
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==2.24.0
jupyterlab_widgets==3.0.11
libmambapy==1.5.12
log-symbols==0.0.14
lxml==4.9.4
lz4==4.3.3
mamba==1.5.12
markdown-it-py==2.2.0
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mdurl==0.1.2
memray==1.10.0
menuinst==2.2.0
mistune==0.8.4
msgpack==1.0.7
multidict==6.0.5
nbclassic==1.0.0
nbclient==0.5.13
nbconvert==6.5.4
nbformat==5.9.2
nest-asyncio==1.5.8
notebook==6.5.7
notebook_shim==0.2.3
numpy==1.26.4
oauth2client==4.1.3
opencensus==0.11.3
opencensus-context==0.1.3
opentelemetry-api==1.34.1
opentelemetry-exporter-prometheus==0.55b1
opentelemetry-proto==1.27.0
opentelemetry-sdk==1.34.1
opentelemetry-semantic-conventions==0.55b1
ormsgpack==1.7.0
packaging==23.0
pandas==2.3.1
pandocfilters==1.5.0
parso==0.8.3
pathspec==0.12.1
pexpect==4.8.0
pickleshare==0.7.5
pip==24.3.1
platformdirs==3.11.0
pluggy==1.5.0
polars==1.30.0
prometheus-client==0.19.0
prompt-toolkit==3.0.41
propcache==0.3.0
proto-plus==1.26.1
protobuf==4.25.8
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.4.0
pyarrow==14.0.2
pyasn1==0.5.1
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pycurl==7.45.3
pydantic==2.10.0
pydantic_core==2.27.0
Pygments==2.18.0
pyOpenSSL==25.0.0
pyparsing==3.1.1
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.1.1
python-json-logger==2.0.7
pytz==2022.7.1
PyYAML==6.0.1
pyzmq==26.0.3
ray==2.48.0
redis==4.4.2
referencing==0.36.2
requests==2.32.3
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==13.3.2
rpds-py==0.22.3
rsa==4.7.2
ruamel.yaml==0.18.10
ruamel.yaml.clib==0.2.8
s3transfer==0.6.2
scipy==1.11.4
Send2Trash==1.8.3
setuptools==71.1.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.2
sniffio==1.3.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.46.2
tabulate==0.9.0
tensorboardX==2.6.2.2
termcolor==3.1.0
terminado==0.10.1
tinycss2==1.3.0
tornado==6.5.1
tqdm==4.67.1
traitlets==5.14.3
truststore==0.10.0
types-python-dateutil==2.9.0.20240316
typing_extensions==4.12.2
tzdata==2025.2
tzlocal==5.3.1
uri-template==1.3.0
uritemplate==4.1.1
urllib3==1.26.19
uvicorn==0.22.0
uvloop==0.21.0
virtualenv==20.29.1
watchfiles==0.19.0
wcwidth==0.2.13
webcolors==24.6.0
webencodings==0.5.1
websocket-client==1.8.0
websockets==11.0.3
wheel==0.45.1
widgetsnbextension==4.0.11
wrapt==1.17.2
y-py==0.6.2
yarl==1.18.3
ypy-websocket==0.8.4
zipp==3.19.2
zstandard==0.23.0

Conda packages

_libgcc_mutex=0.1=conda_forge
_openmp_mutex=4.5=2_gnu
archspec=0.2.5=pyhd8ed1ab_0
boltons=24.0.0=pyhd8ed1ab_1
brotli-python=1.1.0=py312h2ec8cdc_2
bzip2=1.0.8=h4bc722e_7
c-ares=1.34.4=hb9d3cd8_0
ca-certificates=2025.7.9=hbd8a1cb_0
colorama=0.4.6=pyhd8ed1ab_1
conda=24.11.3=py312h7900ff3_0
conda-libmamba-solver=24.9.0=pyhd8ed1ab_0
conda-package-handling=2.4.0=pyh7900ff3_2
conda-package-streaming=0.11.0=pyhd8ed1ab_0
distro=1.9.0=pyhd8ed1ab_1
fmt=11.0.2=h434a139_0
frozendict=2.4.6=py312h66e93f0_0
h2=4.1.0=pyhd8ed1ab_1
hpack=4.0.0=pyhd8ed1ab_1
hyperframe=6.0.1=pyhd8ed1ab_1
jsonpatch=1.33=pyhd8ed1ab_1
keyutils=1.6.1=h166bdaf_0
krb5=1.21.3=h659f571_0
ld_impl_linux-64=2.43=h712a8e2_2
libarchive=3.7.7=h4585015_3
libcurl=8.11.1=h332b0f4_0
libedit=3.1.20240808=pl5321h7949ede_0
libev=4.33=hd590300_2
libexpat=2.7.0=h5888daf_0
libffi=3.4.2=h7f98852_5
libgcc=15.1.0=h767d61c_3
libgcc-ng=15.1.0=h69a702a_3
libgomp=15.1.0=h767d61c_3
libiconv=1.17=hd590300_2
liblzma=5.8.1=hb9d3cd8_2
libmamba=1.5.12=h49b8a8d_0
libmambapy=1.5.12=py312hbaee817_0
libnghttp2=1.64.0=h161d5f1_0
libnsl=2.0.1=hd590300_0
libsolv=0.7.30=h3509ff9_0
libsqlite=3.50.2=h0c1763c_2
libssh2=1.11.1=hf672d98_0
libstdcxx=15.1.0=h8f9b012_3
libstdcxx-ng=15.1.0=h4852527_3
libuuid=2.38.1=h0b41bf4_0
libxcrypt=4.4.36=hd590300_1
libxml2=2.13.5=h0d44e9d_1
libzlib=1.3.1=hb9d3cd8_2
lz4-c=1.10.0=h5888daf_1
lzo=2.10=hd590300_1001
mamba=1.5.12=py312h9460a1c_0
menuinst=2.2.0=py312h7900ff3_0
ncurses=6.5=h2d0b736_2
openssl=3.5.1=h7b32b05_0
pip=24.3.1=pyh8b19718_2
pluggy=1.5.0=pyhd8ed1ab_1
pybind11-abi=4=hd8ed1ab_3
pycosat=0.6.6=py312h66e93f0_2
pysocks=1.7.1=pyha55dd90_7
python=3.12.9=h9e4cc4f_1_cpython
python_abi=3.12=5_cp312
readline=8.2=h8228510_1
reproc=14.2.5.post0=hb9d3cd8_0
reproc-cpp=14.2.5.post0=h5888daf_0
requests=2.32.3=pyhd8ed1ab_1
ruamel.yaml=0.18.10=py312h66e93f0_0
ruamel.yaml.clib=0.2.8=py312h66e93f0_1
tk=8.6.13=noxft_h4845f30_101
tqdm=4.67.1=pyhd8ed1ab_1
truststore=0.10.0=pyhd8ed1ab_0
wheel=0.45.1=pyhd8ed1ab_1
yaml-cpp=0.8.0=h59595ed_0
zstandard=0.23.0=py312hef9b889_1
zstd=1.5.6=ha6fb4c9_0

Debian packages

adduser=3.118ubuntu5
apt=2.4.14
autoconf=2.71-2
automake=1:1.16.5-1.3
autopoint=0.21-4ubuntu4
autotools-dev=20220109.1
base-files=12ubuntu4.7
base-passwd=3.5.52build1
bash=5.1-6ubuntu1.1
binutils=2.38-4ubuntu2.8
binutils-common=2.38-4ubuntu2.8
binutils-x86-64-linux-gnu=2.38-4ubuntu2.8
bsdextrautils=2.37.2-4ubuntu3.4
bsdutils=1:2.37.2-4ubuntu3.4
build-essential=12.9ubuntu3
bzip2=1.0.8-5build1
ca-certificates=20240203~22.04.1
check=0.15.2-2
cmake-data=3.22.1-1ubuntu1.22.04.2
coreutils=8.32-4.1ubuntu1.2
cpp=4:11.2.0-1ubuntu1
cpp-11=11.4.0-1ubuntu1~22.04
cuda-cccl-12-4=12.4.127-1
cuda-command-line-tools-12-4=12.4.1-1
cuda-compat-12-4=550.163.01-0ubuntu1
cuda-compiler-12-4=12.4.1-1
cuda-crt-12-4=12.4.131-1
cuda-cudart-12-4=12.4.127-1
cuda-cudart-dev-12-4=12.4.127-1
cuda-cuobjdump-12-4=12.4.127-1
cuda-cupti-12-4=12.4.127-1
cuda-cupti-dev-12-4=12.4.127-1
cuda-cuxxfilt-12-4=12.4.127-1
cuda-driver-dev-12-4=12.4.127-1
cuda-gdb-12-4=12.4.127-1
cuda-keyring=1.1-1
cuda-libraries-12-4=12.4.1-1
cuda-libraries-dev-12-4=12.4.1-1
cuda-minimal-build-12-4=12.4.1-1
cuda-nsight-compute-12-4=12.4.1-1
cuda-nvcc-12-4=12.4.131-1
cuda-nvdisasm-12-4=12.4.127-1
cuda-nvml-dev-12-4=12.4.127-1
cuda-nvprof-12-4=12.4.127-1
cuda-nvprune-12-4=12.4.127-1
cuda-nvrtc-12-4=12.4.127-1
cuda-nvrtc-dev-12-4=12.4.127-1
cuda-nvtx-12-4=12.4.127-1
cuda-nvvm-12-4=12.4.131-1
cuda-opencl-12-4=12.4.127-1
cuda-opencl-dev-12-4=12.4.127-1
cuda-profiler-api-12-4=12.4.127-1
cuda-sanitizer-12-4=12.4.127-1
cuda-toolkit-12-4-config-common=12.4.127-1
cuda-toolkit-12-config-common=12.9.79-1
cuda-toolkit-config-common=12.9.79-1
curl=7.81.0-1ubuntu1.20
dash=0.5.11+git20210903+057cd650a4ed-3build1
dbus=1.12.20-2ubuntu4.1
dctrl-tools=2.24-3build2
debconf=1.5.79ubuntu1
debhelper=13.6ubuntu1
debianutils=5.5-1ubuntu2
debugedit=1:5.0-4build1
devscripts=2.22.1ubuntu1
dh-autoreconf=20
dh-strip-nondeterminism=1.13.0-1
diffstat=1.64-1build2
diffutils=1:3.8-0ubuntu2
dirmngr=2.2.27-3ubuntu2.4
distro-info-data=0.52ubuntu0.9
dkms=1:3.2.1-1ubuntu2
dmidecode=3.3-3ubuntu0.2
dmsetup=2:1.02.175-2.1ubuntu5
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ncurses-term=6.3-2ubuntu0.1
netbase=6.3
networkd-dispatcher=2.1-2ubuntu0.22.04.2
nfs-common=1:2.6.1-1ubuntu1.2
nsight-compute-2024.1.1=2024.1.1.4-1
ocl-icd-libopencl1=2.2.14-3
openmpi40-aws=4.1.7-1
openmpi50-aws=5.0.6
openssh-client=1:8.9p1-3ubuntu0.13
openssh-server=1:8.9p1-3ubuntu0.13
openssh-sftp-server=1:8.9p1-3ubuntu0.13
openssl=3.0.2-0ubuntu1.19
passwd=1:4.8.1-2ubuntu2.2
patch=2.7.6-7build2
patchutils=0.4.2-1build2
pci.ids=0.0~2022.01.22-1ubuntu0.1
pciutils=1:3.7.0-6
perl=5.34.0-3ubuntu1.4
perl-base=5.34.0-3ubuntu1.4
perl-modules-5.34=5.34.0-3ubuntu1.4
perl-openssl-defaults=5build2
pinentry-curses=1.1.1-1build2
pkg-config=0.29.2-1ubuntu3
po-debconf=1.0.21+nmu1
procps=2:3.3.17-6ubuntu2.1
prrte-aws=3.0.6
publicsuffix=20211207.1025-1
python-apt-common=2.4.0ubuntu4
python3=3.10.6-1~22.04.1
python3-apt=2.4.0ubuntu4
python3-certifi=2020.6.20-1
python3-chardet=4.0.0-1
python3-dbus=1.2.18-3build1
python3-debian=0.1.43ubuntu1.1
python3-distro=1.7.0-1
python3-gi=3.42.1-0ubuntu1
python3-gpg=1.16.0-1.2ubuntu4.2
python3-idna=3.3-1ubuntu0.1
python3-magic=2:0.4.24-2
python3-minimal=3.10.6-1~22.04.1
python3-pkg-resources=59.6.0-1.2ubuntu0.22.04.3
python3-requests=2.25.1+dfsg-2ubuntu0.3
python3-six=1.16.0-3ubuntu1
python3-unidiff=0.5.5-2
python3-urllib3=1.26.5-1~exp1ubuntu0.3
python3-xdg=0.27-2
python3.10=3.10.12-1~22.04.10
python3.10-minimal=3.10.12-1~22.04.10
rdma-core=57.amzn1-1
rdmacm-utils=57.amzn1-1
readline-common=8.1.2-1
rpcbind=1.2.6-2build1
rpcsvc-proto=1.4.2-0ubuntu6
rsync=3.2.7-0ubuntu0.22.04.4
screen=4.9.0-1
sed=4.8-1ubuntu2
sensible-utils=0.0.17
shared-mime-info=2.1-2
ssh=1:8.9p1-3ubuntu0.13
ssh-import-id=5.11-0ubuntu1
strace=5.16-0ubuntu3
sudo=1.9.9-1ubuntu2.5
supervisor=4.2.1-1ubuntu1
systemd=249.11-0ubuntu3.16
systemd-hwe-hwdb=249.11.5
systemd-sysv=249.11-0ubuntu3.16
systemd-timesyncd=249.11-0ubuntu3.16
sysvinit-utils=3.01-1ubuntu1
t1utils=1.41-4build2
tar=1.34+dfsg-1ubuntu0.1.22.04.2
tcl=8.6.11+1build2
tcl8.6=8.6.12+dfsg-1build1
tmux=3.2a-4ubuntu0.2
tzdata=2025b-0ubuntu0.22.04.1
ubuntu-keyring=2021.03.26
ucf=3.0043
udev=249.11-0ubuntu3.16
unzip=6.0-26ubuntu3.2
usrmerge=25ubuntu2
util-linux=2.37.2-4ubuntu3.4
vim=2:8.2.3995-1ubuntu2.24
vim-common=2:8.2.3995-1ubuntu2.24
vim-runtime=2:8.2.3995-1ubuntu2.24
wdiff=1.2.2-2build3
wget=1.21.2-2ubuntu1.1
xauth=1:1.1-1build2
xdg-user-dirs=0.17-2ubuntu4
xxd=2:8.2.3995-1ubuntu2.24
xz-utils=5.2.5-2ubuntu1
zip=3.0-12build2
zlib1g=1:1.2.11.dfsg-2ubuntu9.2
zsh=5.8.1-1
zsh-common=5.8.1-1
zstd=1.4.8+dfsg-3build1

Ray 2.48.0, CUDA version 12.3

The base image anyscale/ray:2.48.0-py312-cu123 contains the following packages:

Pip packages

aiofiles==22.1.0
aiohappyeyeballs==2.6.1
aiohttp==3.11.16
aiohttp-cors==0.7.0
aiosignal==1.3.1
aiosqlite==0.19.0
annotated-types==0.6.0
anyio==3.7.1
anyscale==0.26.42
archspec==0.2.5
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==25.1.0
Babel==2.13.1
backcall==0.2.0
beautifulsoup4==4.11.1
bleach==6.1.0
boltons==24.0.0
boto3==1.26.76
botocore==1.29.76
Brotli==1.1.0
cachetools==5.5.2
certifi==2025.1.31
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
cloudpickle==3.1.1
colorama==0.4.6
colorful==0.5.5
comm==0.2.0
conda==24.11.3
conda-libmamba-solver==24.9.0
conda-package-handling==2.4.0
conda_package_streaming==0.11.0
cryptography==44.0.3
cupy-cuda12x==13.1.0
Cython==0.29.37
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
distro==1.9.0
dm-tree==0.1.8
entrypoints==0.4
executing==2.0.1
Farama-Notifications==0.0.4
fastapi==0.115.12
fastjsonschema==2.19.0
fastrlock==0.8.2
filelock==3.17.0
flatbuffers==23.5.26
fqdn==1.5.1
frozendict==2.4.6
frozenlist==1.4.1
fsspec==2023.5.0
gitdb==4.0.12
GitPython==3.1.44
google-api-core==2.25.1
google-api-python-client==2.111.0
google-auth==2.23.4
google-auth-httplib2==0.1.1
google-cloud-certificate-manager==1.10.2
google-cloud-common==1.5.2
google-cloud-compute==1.32.0
google-cloud-core==2.4.1
google-cloud-filestore==1.13.2
google-cloud-redis==2.18.1
google-cloud-resource-manager==1.14.2
google-cloud-secret-manager==2.24.0
google-cloud-storage==2.14.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.6.0
googleapis-common-protos==1.61.0
grpc-google-iam-v1==0.14.2
grpcio==1.73.1
grpcio-status==1.62.3
grpcio-tools==1.73.1
gymnasium==1.0.0
h11==0.16.0
h2==4.1.0
hpack==4.0.0
httplib2==0.20.4
httptools==0.6.4
humanize==4.12.3
hyperframe==6.0.1
idna==3.7
importlib-metadata==6.11.0
ipykernel==6.27.1
ipython==8.12.3
ipython-genutils==0.2.0
ipywidgets==8.1.3
isoduration==20.11.0
jedi==0.19.1
Jinja2==3.1.6
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.33
jsonpointer==2.4
jsonschema==4.23.0
jsonschema-specifications==2024.10.1
jupyter-client==7.3.4
jupyter_core==5.5.0
jupyter-events==0.6.3
jupyter-server==1.24.0
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==2.24.0
jupyterlab_widgets==3.0.11
libmambapy==1.5.12
log-symbols==0.0.14
lxml==4.9.4
lz4==4.3.3
mamba==1.5.12
markdown-it-py==2.2.0
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mdurl==0.1.2
memray==1.10.0
menuinst==2.2.0
mistune==0.8.4
msgpack==1.0.7
multidict==6.0.5
nbclassic==1.0.0
nbclient==0.5.13
nbconvert==6.5.4
nbformat==5.9.2
nest-asyncio==1.5.8
notebook==6.5.7
notebook_shim==0.2.3
numpy==1.26.4
oauth2client==4.1.3
opencensus==0.11.3
opencensus-context==0.1.3
opentelemetry-api==1.34.1
opentelemetry-exporter-prometheus==0.55b1
opentelemetry-proto==1.27.0
opentelemetry-sdk==1.34.1
opentelemetry-semantic-conventions==0.55b1
ormsgpack==1.7.0
packaging==23.0
pandas==2.3.1
pandocfilters==1.5.0
parso==0.8.3
pathspec==0.12.1
pexpect==4.8.0
pickleshare==0.7.5
pip==24.3.1
platformdirs==3.11.0
pluggy==1.5.0
polars==1.30.0
prometheus-client==0.19.0
prompt-toolkit==3.0.41
propcache==0.3.0
proto-plus==1.26.1
protobuf==4.25.8
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.4.0
pyarrow==14.0.2
pyasn1==0.5.1
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pycurl==7.45.3
pydantic==2.10.0
pydantic_core==2.27.0
Pygments==2.18.0
pyOpenSSL==25.0.0
pyparsing==3.1.1
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.1.1
python-json-logger==2.0.7
pytz==2022.7.1
PyYAML==6.0.1
pyzmq==26.0.3
ray==2.48.0
redis==4.4.2
referencing==0.36.2
requests==2.32.3
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==13.3.2
rpds-py==0.22.3
rsa==4.7.2
ruamel.yaml==0.18.10
ruamel.yaml.clib==0.2.8
s3transfer==0.6.2
scipy==1.11.4
Send2Trash==1.8.3
setuptools==71.1.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.2
sniffio==1.3.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.46.2
tabulate==0.9.0
tensorboardX==2.6.2.2
termcolor==3.1.0
terminado==0.10.1
tinycss2==1.3.0
tornado==6.5.1
tqdm==4.67.1
traitlets==5.14.3
truststore==0.10.0
types-python-dateutil==2.9.0.20240316
typing_extensions==4.12.2
tzdata==2025.2
tzlocal==5.3.1
uri-template==1.3.0
uritemplate==4.1.1
urllib3==1.26.19
uvicorn==0.22.0
uvloop==0.21.0
virtualenv==20.29.1
watchfiles==0.19.0
wcwidth==0.2.13
webcolors==24.6.0
webencodings==0.5.1
websocket-client==1.8.0
websockets==11.0.3
wheel==0.45.1
widgetsnbextension==4.0.11
wrapt==1.17.2
y-py==0.6.2
yarl==1.18.3
ypy-websocket==0.8.4
zipp==3.19.2
zstandard==0.23.0

Conda packages

_libgcc_mutex=0.1=conda_forge
_openmp_mutex=4.5=2_gnu
archspec=0.2.5=pyhd8ed1ab_0
boltons=24.0.0=pyhd8ed1ab_1
brotli-python=1.1.0=py312h2ec8cdc_2
bzip2=1.0.8=h4bc722e_7
c-ares=1.34.4=hb9d3cd8_0
ca-certificates=2025.7.9=hbd8a1cb_0
colorama=0.4.6=pyhd8ed1ab_1
conda=24.11.3=py312h7900ff3_0
conda-libmamba-solver=24.9.0=pyhd8ed1ab_0
conda-package-handling=2.4.0=pyh7900ff3_2
conda-package-streaming=0.11.0=pyhd8ed1ab_0
distro=1.9.0=pyhd8ed1ab_1
fmt=11.0.2=h434a139_0
frozendict=2.4.6=py312h66e93f0_0
h2=4.1.0=pyhd8ed1ab_1
hpack=4.0.0=pyhd8ed1ab_1
hyperframe=6.0.1=pyhd8ed1ab_1
jsonpatch=1.33=pyhd8ed1ab_1
keyutils=1.6.1=h166bdaf_0
krb5=1.21.3=h659f571_0
ld_impl_linux-64=2.43=h712a8e2_2
libarchive=3.7.7=h4585015_3
libcurl=8.11.1=h332b0f4_0
libedit=3.1.20240808=pl5321h7949ede_0
libev=4.33=hd590300_2
libexpat=2.7.0=h5888daf_0
libffi=3.4.2=h7f98852_5
libgcc=15.1.0=h767d61c_3
libgcc-ng=15.1.0=h69a702a_3
libgomp=15.1.0=h767d61c_3
libiconv=1.17=hd590300_2
liblzma=5.8.1=hb9d3cd8_2
libmamba=1.5.12=h49b8a8d_0
libmambapy=1.5.12=py312hbaee817_0
libnghttp2=1.64.0=h161d5f1_0
libnsl=2.0.1=hd590300_0
libsolv=0.7.30=h3509ff9_0
libsqlite=3.50.2=h0c1763c_2
libssh2=1.11.1=hf672d98_0
libstdcxx=15.1.0=h8f9b012_3
libstdcxx-ng=15.1.0=h4852527_3
libuuid=2.38.1=h0b41bf4_0
libxcrypt=4.4.36=hd590300_1
libxml2=2.13.5=h0d44e9d_1
libzlib=1.3.1=hb9d3cd8_2
lz4-c=1.10.0=h5888daf_1
lzo=2.10=hd590300_1001
mamba=1.5.12=py312h9460a1c_0
menuinst=2.2.0=py312h7900ff3_0
ncurses=6.5=h2d0b736_2
openssl=3.5.1=h7b32b05_0
pip=24.3.1=pyh8b19718_2
pluggy=1.5.0=pyhd8ed1ab_1
pybind11-abi=4=hd8ed1ab_3
pycosat=0.6.6=py312h66e93f0_2
pysocks=1.7.1=pyha55dd90_7
python=3.12.9=h9e4cc4f_1_cpython
python_abi=3.12=5_cp312
readline=8.2=h8228510_1
reproc=14.2.5.post0=hb9d3cd8_0
reproc-cpp=14.2.5.post0=h5888daf_0
requests=2.32.3=pyhd8ed1ab_1
ruamel.yaml=0.18.10=py312h66e93f0_0
ruamel.yaml.clib=0.2.8=py312h66e93f0_1
tk=8.6.13=noxft_h4845f30_101
tqdm=4.67.1=pyhd8ed1ab_1
truststore=0.10.0=pyhd8ed1ab_0
wheel=0.45.1=pyhd8ed1ab_1
yaml-cpp=0.8.0=h59595ed_0
zstandard=0.23.0=py312hef9b889_1
zstd=1.5.6=ha6fb4c9_0

Debian packages

adduser=3.118ubuntu5
apt=2.4.14
autoconf=2.71-2
automake=1:1.16.5-1.3
autopoint=0.21-4ubuntu4
autotools-dev=20220109.1
base-files=12ubuntu4.7
base-passwd=3.5.52build1
bash=5.1-6ubuntu1.1
binutils=2.38-4ubuntu2.8
binutils-common=2.38-4ubuntu2.8
binutils-x86-64-linux-gnu=2.38-4ubuntu2.8
bsdextrautils=2.37.2-4ubuntu3.4
bsdutils=1:2.37.2-4ubuntu3.4
build-essential=12.9ubuntu3
bzip2=1.0.8-5build1
ca-certificates=20240203~22.04.1
check=0.15.2-2
cmake-data=3.22.1-1ubuntu1.22.04.2
coreutils=8.32-4.1ubuntu1.2
cpp=4:11.2.0-1ubuntu1
cpp-11=11.4.0-1ubuntu1~22.04
cuda-cccl-12-3=12.3.101-1
cuda-command-line-tools-12-3=12.3.2-1
cuda-compat-12-3=545.23.08-1
cuda-compiler-12-3=12.3.2-1
cuda-crt-12-3=12.3.107-1
cuda-cudart-12-3=12.3.101-1
cuda-cudart-dev-12-3=12.3.101-1
cuda-cuobjdump-12-3=12.3.101-1
cuda-cupti-12-3=12.3.101-1
cuda-cupti-dev-12-3=12.3.101-1
cuda-cuxxfilt-12-3=12.3.101-1
cuda-driver-dev-12-3=12.3.101-1
cuda-gdb-12-3=12.3.101-1
cuda-keyring=1.1-1
cuda-libraries-12-3=12.3.2-1
cuda-libraries-dev-12-3=12.3.2-1
cuda-minimal-build-12-3=12.3.2-1
cuda-nsight-compute-12-3=12.3.2-1
cuda-nvcc-12-3=12.3.107-1
cuda-nvdisasm-12-3=12.3.101-1
cuda-nvml-dev-12-3=12.3.101-1
cuda-nvprof-12-3=12.3.101-1
cuda-nvprune-12-3=12.3.101-1
cuda-nvrtc-12-3=12.3.107-1
cuda-nvrtc-dev-12-3=12.3.107-1
cuda-nvtx-12-3=12.3.101-1
cuda-nvvm-12-3=12.3.107-1
cuda-opencl-12-3=12.3.101-1
cuda-opencl-dev-12-3=12.3.101-1
cuda-profiler-api-12-3=12.3.101-1
cuda-sanitizer-12-3=12.3.101-1
cuda-toolkit-12-3-config-common=12.3.101-1
cuda-toolkit-12-config-common=12.9.79-1
cuda-toolkit-config-common=12.9.79-1
curl=7.81.0-1ubuntu1.20
dash=0.5.11+git20210903+057cd650a4ed-3build1
dbus=1.12.20-2ubuntu4.1
dctrl-tools=2.24-3build2
debconf=1.5.79ubuntu1
debhelper=13.6ubuntu1
debianutils=5.5-1ubuntu2
debugedit=1:5.0-4build1
devscripts=2.22.1ubuntu1
dh-autoreconf=20
dh-strip-nondeterminism=1.13.0-1
diffstat=1.64-1build2
diffutils=1:3.8-0ubuntu2
dirmngr=2.2.27-3ubuntu2.4
distro-info-data=0.52ubuntu0.9
dkms=1:3.2.1-1ubuntu2
dmidecode=3.3-3ubuntu0.2
dmsetup=2:1.02.175-2.1ubuntu5
dpkg=1.21.1ubuntu2.3
dpkg-dev=1.21.1ubuntu2.3
dput=1.1.0ubuntu2.1
dwz=0.14-1build2
dynolog=0.3.2
e2fsprogs=1.46.5-2ubuntu1.2
efa-config=1.18
efa-profile=1.7
emacsen-common=3.0.4
environment-modules=5.0.1-1
ethtool=1:5.16-1ubuntu0.2
fakeroot=1.28-1ubuntu1
file=1:5.41-3ubuntu0.1
findutils=4.8.0-1ubuntu3
g++=4:11.2.0-1ubuntu1
g++-11=11.4.0-1ubuntu1~22.04
gcc=4:11.2.0-1ubuntu1
gcc-11=11.4.0-1ubuntu1~22.04
gcc-11-base=11.4.0-1ubuntu1~22.04
gcc-12-base=12.3.0-1ubuntu1~22.04
gdb=12.1-0ubuntu1~22.04.2
gettext=0.21-4ubuntu4
gettext-base=0.21-4ubuntu4
gir1.2-glib-2.0=1.72.0-1
git=1:2.34.1-1ubuntu1.15
git-man=1:2.34.1-1ubuntu1.15
gnupg=2.2.27-3ubuntu2.4
gnupg-l10n=2.2.27-3ubuntu2.4
gnupg-utils=2.2.27-3ubuntu2.4
gnupg2=2.2.27-3ubuntu2.4
google-cloud-cli=530.0.0-0
google-cloud-cli-anthoscli=530.0.0-0
google-cloud-sdk=467.0.0-0
gpg=2.2.27-3ubuntu2.4
gpg-agent=2.2.27-3ubuntu2.4
gpg-wks-client=2.2.27-3ubuntu2.4
gpg-wks-server=2.2.27-3ubuntu2.4
gpgconf=2.2.27-3ubuntu2.4
gpgsm=2.2.27-3ubuntu2.4
gpgv=2.2.27-3ubuntu2.4
grep=3.7-1build1
groff-base=1.22.4-8build1
gzip=1.10-4ubuntu4.1
hostname=3.23ubuntu2
ibacm=57.amzn1-1
ibverbs-providers=57.amzn1-1
ibverbs-utils=57.amzn1-1
infiniband-diags=57.amzn1-1
init-system-helpers=1.62
intltool-debian=0.35.0+20060710.5
iproute2=5.15.0-1ubuntu2
iso-codes=4.9.0-1
keyutils=1.6.1-2ubuntu3
kmod=29-1ubuntu1
less=590-1ubuntu0.22.04.3
libacl1=2.3.1-1
libaliased-perl=0.34-1.1
libapparmor1=3.0.4-2ubuntu2.4
libapt-pkg-perl=0.1.40build2
libapt-pkg6.0=2.4.14
libarchive-cpio-perl=0.10-1.1
libarchive-zip-perl=1.68-1
libargon2-1=0~20171227-0.3
libarray-intspan-perl=2.004-1
libasan6=11.4.0-1ubuntu1~22.04
libassuan0=2.5.5-1build1
libatm1=1:2.5.1-4build2
libatomic1=12.3.0-1ubuntu1~22.04
libattr1=1:2.5.1-1build1
libaudit-common=1:3.0.7-1build1
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tar=1.34+dfsg-1ubuntu0.1.22.04.2
tcl=8.6.11+1build2
tcl8.6=8.6.12+dfsg-1build1
tmux=3.2a-4ubuntu0.2
tzdata=2025b-0ubuntu0.22.04.1
ubuntu-keyring=2021.03.26
ucf=3.0043
udev=249.11-0ubuntu3.16
unzip=6.0-26ubuntu3.2
usrmerge=25ubuntu2
util-linux=2.37.2-4ubuntu3.4
vim=2:8.2.3995-1ubuntu2.24
vim-common=2:8.2.3995-1ubuntu2.24
vim-runtime=2:8.2.3995-1ubuntu2.24
wdiff=1.2.2-2build3
wget=1.21.2-2ubuntu1.1
xauth=1:1.1-1build2
xdg-user-dirs=0.17-2ubuntu4
xxd=2:8.2.3995-1ubuntu2.24
xz-utils=5.2.5-2ubuntu1
zip=3.0-12build2
zlib1g=1:1.2.11.dfsg-2ubuntu9.2
zsh=5.8.1-1
zsh-common=5.8.1-1
zstd=1.4.8+dfsg-3build1

Ray 2.48.0, CUDA version 12.1

The base image anyscale/ray:2.48.0-py312-cu121 contains the following packages:

Pip packages

aiofiles==22.1.0
aiohappyeyeballs==2.6.1
aiohttp==3.11.16
aiohttp-cors==0.7.0
aiosignal==1.3.1
aiosqlite==0.19.0
annotated-types==0.6.0
anyio==3.7.1
anyscale==0.26.42
archspec==0.2.5
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==25.1.0
Babel==2.13.1
backcall==0.2.0
beautifulsoup4==4.11.1
bleach==6.1.0
boltons==24.0.0
boto3==1.26.76
botocore==1.29.76
Brotli==1.1.0
cachetools==5.5.2
certifi==2025.1.31
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
cloudpickle==3.1.1
colorama==0.4.6
colorful==0.5.5
comm==0.2.0
conda==24.11.3
conda-libmamba-solver==24.9.0
conda-package-handling==2.4.0
conda_package_streaming==0.11.0
cryptography==44.0.3
cupy-cuda12x==13.1.0
Cython==0.29.37
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
distro==1.9.0
dm-tree==0.1.8
entrypoints==0.4
executing==2.0.1
Farama-Notifications==0.0.4
fastapi==0.115.12
fastjsonschema==2.19.0
fastrlock==0.8.2
filelock==3.17.0
flatbuffers==23.5.26
fqdn==1.5.1
frozendict==2.4.6
frozenlist==1.4.1
fsspec==2023.5.0
gitdb==4.0.12
GitPython==3.1.44
google-api-core==2.25.1
google-api-python-client==2.111.0
google-auth==2.23.4
google-auth-httplib2==0.1.1
google-cloud-certificate-manager==1.10.2
google-cloud-common==1.5.2
google-cloud-compute==1.32.0
google-cloud-core==2.4.1
google-cloud-filestore==1.13.2
google-cloud-redis==2.18.1
google-cloud-resource-manager==1.14.2
google-cloud-secret-manager==2.24.0
google-cloud-storage==2.14.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.6.0
googleapis-common-protos==1.61.0
grpc-google-iam-v1==0.14.2
grpcio==1.73.1
grpcio-status==1.62.3
grpcio-tools==1.73.1
gymnasium==1.0.0
h11==0.16.0
h2==4.1.0
hpack==4.0.0
httplib2==0.20.4
httptools==0.6.4
humanize==4.12.3
hyperframe==6.0.1
idna==3.7
importlib-metadata==6.11.0
ipykernel==6.27.1
ipython==8.12.3
ipython-genutils==0.2.0
ipywidgets==8.1.3
isoduration==20.11.0
jedi==0.19.1
Jinja2==3.1.6
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.33
jsonpointer==2.4
jsonschema==4.23.0
jsonschema-specifications==2024.10.1
jupyter-client==7.3.4
jupyter_core==5.5.0
jupyter-events==0.6.3
jupyter-server==1.24.0
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==2.24.0
jupyterlab_widgets==3.0.11
libmambapy==1.5.12
log-symbols==0.0.14
lxml==4.9.4
lz4==4.3.3
mamba==1.5.12
markdown-it-py==2.2.0
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mdurl==0.1.2
memray==1.10.0
menuinst==2.2.0
mistune==0.8.4
msgpack==1.0.7
multidict==6.0.5
nbclassic==1.0.0
nbclient==0.5.13
nbconvert==6.5.4
nbformat==5.9.2
nest-asyncio==1.5.8
notebook==6.5.7
notebook_shim==0.2.3
numpy==1.26.4
oauth2client==4.1.3
opencensus==0.11.3
opencensus-context==0.1.3
opentelemetry-api==1.34.1
opentelemetry-exporter-prometheus==0.55b1
opentelemetry-proto==1.27.0
opentelemetry-sdk==1.34.1
opentelemetry-semantic-conventions==0.55b1
ormsgpack==1.7.0
packaging==23.0
pandas==2.3.1
pandocfilters==1.5.0
parso==0.8.3
pathspec==0.12.1
pexpect==4.8.0
pickleshare==0.7.5
pip==24.3.1
platformdirs==3.11.0
pluggy==1.5.0
polars==1.30.0
prometheus-client==0.19.0
prompt-toolkit==3.0.41
propcache==0.3.0
proto-plus==1.26.1
protobuf==4.25.8
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.4.0
pyarrow==14.0.2
pyasn1==0.5.1
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pycurl==7.45.3
pydantic==2.10.0
pydantic_core==2.27.0
Pygments==2.18.0
pyOpenSSL==25.0.0
pyparsing==3.1.1
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.1.1
python-json-logger==2.0.7
pytz==2022.7.1
PyYAML==6.0.1
pyzmq==26.0.3
ray==2.48.0
redis==4.4.2
referencing==0.36.2
requests==2.32.3
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==13.3.2
rpds-py==0.22.3
rsa==4.7.2
ruamel.yaml==0.18.10
ruamel.yaml.clib==0.2.8
s3transfer==0.6.2
scipy==1.11.4
Send2Trash==1.8.3
setuptools==71.1.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.2
sniffio==1.3.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.46.2
tabulate==0.9.0
tensorboardX==2.6.2.2
termcolor==3.1.0
terminado==0.10.1
tinycss2==1.3.0
tornado==6.5.1
tqdm==4.67.1
traitlets==5.14.3
truststore==0.10.0
types-python-dateutil==2.9.0.20240316
typing_extensions==4.12.2
tzdata==2025.2
tzlocal==5.3.1
uri-template==1.3.0
uritemplate==4.1.1
urllib3==1.26.19
uvicorn==0.22.0
uvloop==0.21.0
virtualenv==20.29.1
watchfiles==0.19.0
wcwidth==0.2.13
webcolors==24.6.0
webencodings==0.5.1
websocket-client==1.8.0
websockets==11.0.3
wheel==0.45.1
widgetsnbextension==4.0.11
wrapt==1.17.2
y-py==0.6.2
yarl==1.18.3
ypy-websocket==0.8.4
zipp==3.19.2
zstandard==0.23.0

Conda packages

_libgcc_mutex=0.1=conda_forge
_openmp_mutex=4.5=2_gnu
archspec=0.2.5=pyhd8ed1ab_0
boltons=24.0.0=pyhd8ed1ab_1
brotli-python=1.1.0=py312h2ec8cdc_2
bzip2=1.0.8=h4bc722e_7
c-ares=1.34.4=hb9d3cd8_0
ca-certificates=2025.7.9=hbd8a1cb_0
colorama=0.4.6=pyhd8ed1ab_1
conda=24.11.3=py312h7900ff3_0
conda-libmamba-solver=24.9.0=pyhd8ed1ab_0
conda-package-handling=2.4.0=pyh7900ff3_2
conda-package-streaming=0.11.0=pyhd8ed1ab_0
distro=1.9.0=pyhd8ed1ab_1
fmt=11.0.2=h434a139_0
frozendict=2.4.6=py312h66e93f0_0
h2=4.1.0=pyhd8ed1ab_1
hpack=4.0.0=pyhd8ed1ab_1
hyperframe=6.0.1=pyhd8ed1ab_1
jsonpatch=1.33=pyhd8ed1ab_1
keyutils=1.6.1=h166bdaf_0
krb5=1.21.3=h659f571_0
ld_impl_linux-64=2.43=h712a8e2_2
libarchive=3.7.7=h4585015_3
libcurl=8.11.1=h332b0f4_0
libedit=3.1.20240808=pl5321h7949ede_0
libev=4.33=hd590300_2
libexpat=2.7.0=h5888daf_0
libffi=3.4.2=h7f98852_5
libgcc=15.1.0=h767d61c_3
libgcc-ng=15.1.0=h69a702a_3
libgomp=15.1.0=h767d61c_3
libiconv=1.17=hd590300_2
liblzma=5.8.1=hb9d3cd8_2
libmamba=1.5.12=h49b8a8d_0
libmambapy=1.5.12=py312hbaee817_0
libnghttp2=1.64.0=h161d5f1_0
libnsl=2.0.1=hd590300_0
libsolv=0.7.30=h3509ff9_0
libsqlite=3.50.2=h0c1763c_2
libssh2=1.11.1=hf672d98_0
libstdcxx=15.1.0=h8f9b012_3
libstdcxx-ng=15.1.0=h4852527_3
libuuid=2.38.1=h0b41bf4_0
libxcrypt=4.4.36=hd590300_1
libxml2=2.13.5=h0d44e9d_1
libzlib=1.3.1=hb9d3cd8_2
lz4-c=1.10.0=h5888daf_1
lzo=2.10=hd590300_1001
mamba=1.5.12=py312h9460a1c_0
menuinst=2.2.0=py312h7900ff3_0
ncurses=6.5=h2d0b736_2
openssl=3.5.1=h7b32b05_0
pip=24.3.1=pyh8b19718_2
pluggy=1.5.0=pyhd8ed1ab_1
pybind11-abi=4=hd8ed1ab_3
pycosat=0.6.6=py312h66e93f0_2
pysocks=1.7.1=pyha55dd90_7
python=3.12.9=h9e4cc4f_1_cpython
python_abi=3.12=5_cp312
readline=8.2=h8228510_1
reproc=14.2.5.post0=hb9d3cd8_0
reproc-cpp=14.2.5.post0=h5888daf_0
requests=2.32.3=pyhd8ed1ab_1
ruamel.yaml=0.18.10=py312h66e93f0_0
ruamel.yaml.clib=0.2.8=py312h66e93f0_1
tk=8.6.13=noxft_h4845f30_101
tqdm=4.67.1=pyhd8ed1ab_1
truststore=0.10.0=pyhd8ed1ab_0
wheel=0.45.1=pyhd8ed1ab_1
yaml-cpp=0.8.0=h59595ed_0
zstandard=0.23.0=py312hef9b889_1
zstd=1.5.6=ha6fb4c9_0

Debian packages

adduser=3.118ubuntu5
apt=2.4.14
autoconf=2.71-2
automake=1:1.16.5-1.3
autopoint=0.21-4ubuntu4
autotools-dev=20220109.1
base-files=12ubuntu4.7
base-passwd=3.5.52build1
bash=5.1-6ubuntu1.1
binutils=2.38-4ubuntu2.8
binutils-common=2.38-4ubuntu2.8
binutils-x86-64-linux-gnu=2.38-4ubuntu2.8
bsdextrautils=2.37.2-4ubuntu3.4
bsdutils=1:2.37.2-4ubuntu3.4
build-essential=12.9ubuntu3
bzip2=1.0.8-5build1
ca-certificates=20240203~22.04.1
check=0.15.2-2
cmake-data=3.22.1-1ubuntu1.22.04.2
coreutils=8.32-4.1ubuntu1.2
cpp=4:11.2.0-1ubuntu1
cpp-11=11.4.0-1ubuntu1~22.04
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-keyring=1.1-1
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=12.9.79-1
cuda-toolkit-config-common=12.9.79-1
curl=7.81.0-1ubuntu1.20
dash=0.5.11+git20210903+057cd650a4ed-3build1
dbus=1.12.20-2ubuntu4.1
dctrl-tools=2.24-3build2
debconf=1.5.79ubuntu1
debhelper=13.6ubuntu1
debianutils=5.5-1ubuntu2
debugedit=1:5.0-4build1
devscripts=2.22.1ubuntu1
dh-autoreconf=20
dh-strip-nondeterminism=1.13.0-1
diffstat=1.64-1build2
diffutils=1:3.8-0ubuntu2
dirmngr=2.2.27-3ubuntu2.4
distro-info-data=0.52ubuntu0.9
dkms=1:3.2.1-1ubuntu2
dmidecode=3.3-3ubuntu0.2
dmsetup=2:1.02.175-2.1ubuntu5
dpkg=1.21.1ubuntu2.3
dpkg-dev=1.21.1ubuntu2.3
dput=1.1.0ubuntu2.1
dwz=0.14-1build2
dynolog=0.3.2
e2fsprogs=1.46.5-2ubuntu1.2
efa-config=1.18
efa-profile=1.7
emacsen-common=3.0.4
environment-modules=5.0.1-1
ethtool=1:5.16-1ubuntu0.2
fakeroot=1.28-1ubuntu1
file=1:5.41-3ubuntu0.1
findutils=4.8.0-1ubuntu3
g++=4:11.2.0-1ubuntu1
g++-11=11.4.0-1ubuntu1~22.04
gcc=4:11.2.0-1ubuntu1
gcc-11=11.4.0-1ubuntu1~22.04
gcc-11-base=11.4.0-1ubuntu1~22.04
gcc-12-base=12.3.0-1ubuntu1~22.04
gdb=12.1-0ubuntu1~22.04.2
gettext=0.21-4ubuntu4
gettext-base=0.21-4ubuntu4
gir1.2-glib-2.0=1.72.0-1
git=1:2.34.1-1ubuntu1.15
git-man=1:2.34.1-1ubuntu1.15
gnupg=2.2.27-3ubuntu2.4
gnupg-l10n=2.2.27-3ubuntu2.4
gnupg-utils=2.2.27-3ubuntu2.4
gnupg2=2.2.27-3ubuntu2.4
google-cloud-cli=530.0.0-0
google-cloud-cli-anthoscli=530.0.0-0
google-cloud-sdk=467.0.0-0
gpg=2.2.27-3ubuntu2.4
gpg-agent=2.2.27-3ubuntu2.4
gpg-wks-client=2.2.27-3ubuntu2.4
gpg-wks-server=2.2.27-3ubuntu2.4
gpgconf=2.2.27-3ubuntu2.4
gpgsm=2.2.27-3ubuntu2.4
gpgv=2.2.27-3ubuntu2.4
grep=3.7-1build1
groff-base=1.22.4-8build1
gzip=1.10-4ubuntu4.1
hostname=3.23ubuntu2
ibacm=57.amzn1-1
ibverbs-providers=57.amzn1-1
ibverbs-utils=57.amzn1-1
infiniband-diags=57.amzn1-1
init-system-helpers=1.62
intltool-debian=0.35.0+20060710.5
iproute2=5.15.0-1ubuntu2
iso-codes=4.9.0-1
keyutils=1.6.1-2ubuntu3
kmod=29-1ubuntu1
less=590-1ubuntu0.22.04.3
libacl1=2.3.1-1
libaliased-perl=0.34-1.1
libapparmor1=3.0.4-2ubuntu2.4
libapt-pkg-perl=0.1.40build2
libapt-pkg6.0=2.4.14
libarchive-cpio-perl=0.10-1.1
libarchive-zip-perl=1.68-1
libargon2-1=0~20171227-0.3
libarray-intspan-perl=2.004-1
libasan6=11.4.0-1ubuntu1~22.04
libassuan0=2.5.5-1build1
libatm1=1:2.5.1-4build2
libatomic1=12.3.0-1ubuntu1~22.04
libattr1=1:2.5.1-1build1
libaudit-common=1:3.0.7-1build1
libaudit1=1:3.0.7-1build1
libauthen-sasl-perl=2.1600-1.1
libb-hooks-endofscope-perl=0.25-1
libb-hooks-op-check-perl=0.22-1build5
libbabeltrace1=1.5.8-2build1
libbinutils=2.38-4ubuntu2.8
libblkid1=2.37.2-4ubuntu3.4
libboost-regex1.74.0=1.74.0-14ubuntu3
libbpf0=1:0.5.0-1ubuntu22.04.1
libbrotli1=1.0.9-2build6
libbsd0=0.11.5-1
libbz2-1.0=1.0.8-5build1
libc-bin=2.35-0ubuntu3.10
libc-dev-bin=2.35-0ubuntu3.10
libc6=2.35-0ubuntu3.10
libc6-dbg=2.35-0ubuntu3.10
libc6-dev=2.35-0ubuntu3.10
libcap-ng0=0.7.9-2.2build3
libcap2=1:2.44-1ubuntu0.22.04.2
libcap2-bin=1:2.44-1ubuntu0.22.04.2
libcapture-tiny-perl=0.48-1
libcbor0.8=0.8.0-2ubuntu1
libcc1-0=12.3.0-1ubuntu1~22.04
libclass-data-inheritable-perl=0.08-3
libclass-method-modifiers-perl=2.13-1
libclass-xsaccessor-perl=1.19-3build9
libclone-perl=0.45-1build3
libcom-err2=1.46.5-2ubuntu1.2
libcommon-sense-perl=3.75-2build1
libconfig-tiny-perl=2.28-1
libconst-fast-perl=0.014-1.1
libcontextual-return-perl=0.004014-2
libcpanel-json-xs-perl=4.27-1ubuntu0.1
libcrypt-dev=1:4.4.27-1
libcrypt1=1:4.4.27-1
libcryptsetup12=2:2.4.3-1ubuntu1.3
libctf-nobfd0=2.38-4ubuntu2.8
libctf0=2.38-4ubuntu2.8
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
libcurand-12-1=10.3.2.106-1
libcurand-dev-12-1=10.3.2.106-1
libcurl3-gnutls=7.81.0-1ubuntu1.20
libcurl4=7.81.0-1ubuntu1.20
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
libdata-dpath-perl=0.58-1
libdata-dump-perl=1.25-1
libdata-messagepack-perl=1.01-2build1
libdata-optlist-perl=0.112-1
libdata-validate-domain-perl=0.10-1.1
libdata-validate-ip-perl=0.30-1
libdata-validate-uri-perl=0.07-2
libdb5.3=5.3.28+dfsg1-0.8ubuntu3
libdbus-1-3=1.12.20-2ubuntu4.1
libdebconfclient0=0.261ubuntu1
libdebhelper-perl=13.6ubuntu1
libdebuginfod-common=0.186-1ubuntu0.1
libdebuginfod1=0.186-1ubuntu0.1
libdevel-callchecker-perl=0.008-1ubuntu4
libdevel-size-perl=0.83-1build4
libdevel-stacktrace-perl=2.0400-1
libdevmapper1.02.1=2:1.02.175-2.1ubuntu5
libdistro-info-perl=1.1ubuntu0.2
libdpkg-perl=1.21.1ubuntu2.3
libdw1=0.186-1ubuntu0.1
libdynaloader-functions-perl=0.003-1.1
libedit2=3.1-20210910-1build1
libelf1=0.186-1ubuntu0.1
libemail-address-xs-perl=1.04-1build6
libencode-locale-perl=1.05-1.1
liberror-perl=0.17029-1
libevent-core-2.1-7=2.1.12-stable-1build3
libevent-pthreads-2.1-7=2.1.12-stable-1build3
libexception-class-perl=1.45-1
libexpat1=2.4.7-1ubuntu0.6
libexporter-tiny-perl=1.002002-1
libext2fs2=1.46.5-2ubuntu1.2
libfabric-aws-bin=2.1.0amzn3.0
libfabric-aws-dev=2.1.0amzn3.0
libfabric1-aws=2.1.0amzn3.0
libfakeroot=1.28-1ubuntu1
libffi8=3.4.2-4
libfido2-1=1.10.0-1
libfile-basedir-perl=0.09-1
libfile-chdir-perl=0.1008-1.1
libfile-dirlist-perl=0.05-2
libfile-find-rule-perl=0.34-1ubuntu0.22.04.1
libfile-homedir-perl=1.006-1
libfile-listing-perl=6.14-1
libfile-stripnondeterminism-perl=1.13.0-1
libfile-touch-perl=0.12-1
libfile-which-perl=1.23-1
libfont-afm-perl=1.20-3
libfont-ttf-perl=1.06-1.1
libgcc-11-dev=11.4.0-1ubuntu1~22.04
libgcc-s1=12.3.0-1ubuntu1~22.04
libgcrypt20=1.9.4-3ubuntu3
libgdbm-compat4=1.23-1
libgdbm6=1.23-1
libgirepository-1.0-1=1.72.0-1
libgit-wrapper-perl=0.048-1
libgitlab-api-v4-perl=0.26-1
libglib2.0-0=2.72.4-0ubuntu2.5
libglib2.0-data=2.72.4-0ubuntu2.5
libgmp10=2:6.2.1+dfsg-3ubuntu1
libgnutls30=3.7.3-4ubuntu1.6
libgomp1=12.3.0-1ubuntu1~22.04
libgpg-error0=1.43-3
libgpgme11=1.16.0-1.2ubuntu4.2
libgpm2=1.20.7-10build1
libgssapi-krb5-2=1.19.2-2ubuntu0.7
libhash-fieldhash-perl=0.15-1build5
libhogweed6=3.7.3-1build2
libhtml-form-perl=6.07-1
libhtml-format-perl=2.12-1.1
libhtml-html5-entities-perl=0.004-1.1
libhtml-parser-perl=3.76-1build2
libhtml-tagset-perl=3.20-4
libhtml-tree-perl=5.07-2
libhttp-cookies-perl=6.10-1
libhttp-daemon-perl=6.13-1ubuntu0.1
libhttp-date-perl=6.05-1
libhttp-message-perl=6.36-1
libhttp-negotiate-perl=6.01-1
libhttp-tiny-multipart-perl=0.08-1.1
libhwloc-dev=2.7.0-2ubuntu1
libhwloc-plugins=2.7.0-2ubuntu1
libhwloc15=2.7.0-2ubuntu1
libibmad-dev=57.amzn1-1
libibmad5=57.amzn1-1
libibnetdisc-dev=57.amzn1-1
libibnetdisc5=57.amzn1-1
libibumad-dev=57.amzn1-1
libibumad3=57.amzn1-1
libibverbs-dev=57.amzn1-1
libibverbs1=57.amzn1-1
libicu70=70.1-2
libidn2-0=2.3.2-2build1
libimport-into-perl=1.002005-1
libio-html-perl=1.004-2
libio-interactive-perl=1.023-1
libio-prompt-tiny-perl=0.003-1
libio-prompter-perl=0.004015-1
libio-pty-perl=1:1.15-2build2
libio-socket-ssl-perl=2.074-2
libio-string-perl=1.08-3.1
libip4tc2=1.8.7-1ubuntu5.2
libipc-run-perl=20200505.0-1
libipc-run3-perl=0.048-2
libipc-system-simple-perl=1.30-1
libipt2=2.0.5-1
libisl23=0.24-2build1
libiterator-perl=0.03+ds1-1.1
libiterator-util-perl=0.02+ds1-1.1
libitm1=12.3.0-1ubuntu1~22.04
libjemalloc-dev=5.2.1-4ubuntu1
libjemalloc2=5.2.1-4ubuntu1
libjson-c5=0.15-3~ubuntu1.22.04.2
libjson-maybexs-perl=1.004003-1
libjson-perl=4.04000-1
libjson-xs-perl=4.030-1build3
libk5crypto3=1.19.2-2ubuntu0.7
libkeyutils1=1.6.1-2ubuntu3
libkmod2=29-1ubuntu1
libkrb5-3=1.19.2-2ubuntu0.7
libkrb5support0=1.19.2-2ubuntu0.7
libksba8=1.6.0-2ubuntu0.2
libldap-2.5-0=2.5.19+dfsg-0ubuntu0.22.04.1
liblist-compare-perl=0.55-1
liblist-moreutils-perl=0.430-2
liblist-moreutils-xs-perl=0.430-2build2
liblist-someutils-perl=0.58-1
liblist-someutils-xs-perl=0.58-2build3
liblist-utilsby-perl=0.11-1
liblog-any-adapter-screen-perl=0.140-2
liblog-any-perl=1.710-1
liblsan0=12.3.0-1ubuntu1~22.04
libltdl-dev=2.4.6-15build2
libltdl7=2.4.6-15build2
liblwp-mediatypes-perl=6.04-1
liblwp-protocol-https-perl=6.10-1
liblz4-1=1.9.3-2build2
liblzma5=5.2.5-2ubuntu1
liblzo2-2=2.10-2build3
libmagic-mgc=1:5.41-3ubuntu0.1
libmagic1=1:5.41-3ubuntu0.1
libmail-sendmail-perl=0.80-1.1
libmailtools-perl=2.21-1
libmarkdown2=2.2.7-2
libmath-base85-perl=0.5+dfsg-1
libmd0=1.0.4-1build1
libmnl0=1.0.4-3build2
libmodule-implementation-perl=0.09-1.1
libmodule-runtime-perl=0.016-1
libmoo-perl=2.005004-3
libmoox-aliases-perl=0.001006-1.1
libmoox-struct-perl=0.020-1
libmount1=2.37.2-4ubuntu3.4
libmouse-perl=2.5.10-1build4
libmpc3=1.2.1-2build1
libmpdec3=2.5.1-2build2
libmpfr6=4.1.0-3build3
libnamespace-autoclean-perl=0.29-1
libnamespace-clean-perl=0.27-1
libnccl-dev=2.17.1-1+cuda12.1
libnccl-ofi=1.15.0-1
libnccl2=2.17.1-1+cuda12.1
libncurses6=6.3-2ubuntu0.1
libncursesw6=6.3-2ubuntu0.1
libnet-domain-tld-perl=1.75-1.1
libnet-http-perl=6.22-1
libnet-ipv6addr-perl=1.02-1
libnet-netmask-perl=2.0001-1
libnet-smtp-ssl-perl=1.04-1
libnet-ssleay-perl=1.92-1build2
libnetaddr-ip-perl=4.079+dfsg-1build7
libnettle8=3.7.3-1build2
libnfsidmap1=1:2.6.1-1ubuntu1.2
libnghttp2-14=1.43.0-1ubuntu0.2
libnl-3-200=3.5.0-0.1
libnl-3-dev=3.5.0-0.1
libnl-route-3-200=3.5.0-0.1
libnl-route-3-dev=3.5.0-0.1
libnpp-12-1=12.1.0.40-1
libnpp-dev-12-1=12.1.0.40-1
libnpth0=1.6-3build2
libnsl-dev=1.3.0-2build2
libnsl2=1.3.0-2build2
libnss-systemd=249.11-0ubuntu3.16
libnuma-dev=2.0.14-3ubuntu2
libnuma1=2.0.14-3ubuntu2
libnumber-compare-perl=0.03-2
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
libobject-id-perl=0.1.2-2.1ubuntu1
libp11-kit0=0.24.0-6build1
libpackage-stash-perl=0.39-1
libpackage-stash-xs-perl=0.29-1build5
libpam-cap=1:2.44-1ubuntu0.22.04.2
libpam-modules=1.4.0-11ubuntu2.6
libpam-modules-bin=1.4.0-11ubuntu2.6
libpam-runtime=1.4.0-11ubuntu2.6
libpam-systemd=249.11-0ubuntu3.16
libpam0g=1.4.0-11ubuntu2.6
libparams-classify-perl=0.015-1build5
libparams-util-perl=1.102-1build3
libpath-iterator-rule-perl=1.015-1
libpath-tiny-perl=0.122-1
libpci3=1:3.7.0-6
libpciaccess0=0.16-3
libpcre2-8-0=10.39-3ubuntu0.1
libpcre3=2:8.39-13ubuntu0.22.04.1
libperl5.34=5.34.0-3ubuntu1.4
libperlio-gzip-perl=0.19-1build8
libperlio-utf8-strict-perl=0.009-1build1
libpipeline1=1.5.5-1
libpmix-aws=4.2.8
libpod-constants-perl=0.19-2
libpod-parser-perl=1.63-2
libpopt0=1.18-3build1
libproc-processtable-perl=0.634-1build1
libprocps8=2:3.3.17-6ubuntu2.1
libpsl5=0.21.0-1.2build2
libpython3-stdlib=3.10.6-1~22.04.1
libpython3.10=3.10.12-1~22.04.10
libpython3.10-minimal=3.10.12-1~22.04.10
libpython3.10-stdlib=3.10.12-1~22.04.10
libquadmath0=12.3.0-1ubuntu1~22.04
librdmacm-dev=57.amzn1-1
librdmacm1=57.amzn1-1
libre-engine-re2-perl=0.14-1build2
libre2-9=20220201+dfsg-1
libreadline8=8.1.2-1
libreadonly-perl=2.050-3
libref-util-perl=0.204-1
libref-util-xs-perl=0.117-1build5
libregexp-pattern-license-perl=3.9.3-1
libregexp-pattern-perl=0.2.14-1
librole-tiny-perl=2.002004-1
librtmp1=2.4+20151223.gitfa8646d.1-2build4
libsasl2-2=2.1.27+dfsg2-3ubuntu1.2
libsasl2-modules-db=2.1.27+dfsg2-3ubuntu1.2
libseccomp2=2.5.3-2ubuntu3~22.04.1
libselinux1=3.3-1build2
libsemanage-common=3.3-1build2
libsemanage2=3.3-1build2
libsepol2=3.3-1build1
libsereal-decoder-perl=4.023+ds-1
libsereal-encoder-perl=4.023+ds-1
libset-intspan-perl=1.19-2
libsigsegv2=2.13-1ubuntu3
libsmartcols1=2.37.2-4ubuntu3.4
libsocket6-perl=0.29-1build4
libsodium23=1.0.18-1build2
libsort-versions-perl=1.62-1
libsource-highlight-common=3.1.9-4.1build2
libsource-highlight4v5=3.1.9-4.1build2
libsqlite3-0=3.37.2-2ubuntu0.4
libss2=1.46.5-2ubuntu1.2
libssh-4=0.9.6-2ubuntu0.22.04.4
libssl3=3.0.2-0ubuntu1.19
libstdc++-11-dev=11.4.0-1ubuntu1~22.04
libstdc++6=12.3.0-1ubuntu1~22.04
libstrictures-perl=2.000006-1
libstring-copyright-perl=0.003012-1
libstring-escape-perl=2010.002-2
libstring-shellquote-perl=1.04-1
libsub-exporter-perl=0.988-1
libsub-exporter-progressive-perl=0.001013-1
libsub-identify-perl=0.14-1build5
libsub-install-perl=0.928-1.1
libsub-name-perl=0.26-1build3
libsub-override-perl=0.09-2
libsub-quote-perl=2.006006-1
libsubunit-dev=1.4.0-3
libsubunit0=1.4.0-3
libsyntax-keyword-try-perl=0.26-1build1
libsys-hostname-long-perl=1.5-2
libsystemd0=249.11-0ubuntu3.16
libtasn1-6=4.18.0-4ubuntu0.1
libtcl8.6=8.6.12+dfsg-1build1
libterm-readkey-perl=2.38-1build4
libtext-glob-perl=0.11-2
libtext-levenshteinxs-perl=0.03-4build10
libtext-markdown-discount-perl=0.13-1build1
libtext-xslate-perl=3.5.9-1build1
libtime-duration-perl=1.21-1
libtime-moment-perl=0.44-1build6
libtimedate-perl=2.3300-2
libtinfo6=6.3-2ubuntu0.1
libtirpc-common=1.3.2-2ubuntu0.1
libtirpc-dev=1.3.2-2ubuntu0.1
libtirpc3=1.3.2-2ubuntu0.1
libtool=2.4.6-15build2
libtry-tiny-perl=0.31-1
libtsan0=11.4.0-1ubuntu1~22.04
libtype-tiny-perl=1.012004-1
libtype-tiny-xs-perl=0.022-1build2
libtypes-serialiser-perl=1.01-1
libubsan1=12.3.0-1ubuntu1~22.04
libuchardet0=0.0.7-1build2
libudev1=249.11-0ubuntu3.16
libunicode-utf8-perl=0.62-1build4
libunistring2=1.0-1
libunwind8=1.3.2-2build2.1
liburi-perl=5.10-1
libutempter0=1.2.1-2build2
libuuid1=2.37.2-4ubuntu3.4
libvariable-magic-perl=0.62-1build5
libwant-perl=0.29-1build7
libwrap0=7.6.q-31build2
libwww-perl=6.61-1
libwww-robotrules-perl=6.02-1
libx11-6=2:1.7.5-1ubuntu0.3
libx11-data=2:1.7.5-1ubuntu0.3
libxau6=1:1.0.9-1build5
libxcb1=1.14-3ubuntu3
libxdmcp6=1:1.1.3-0ubuntu5
libxext6=2:1.3.4-1build1
libxml-libxml-perl=2.0207+dfsg+really+2.0134-1
libxml-namespacesupport-perl=1.12-1.1
libxml-parser-perl=2.46-3build1
libxml-sax-base-perl=1.09-1.1
libxml-sax-expat-perl=0.51-1
libxml-sax-perl=1.02+dfsg-3
libxml2=2.9.13+dfsg-1ubuntu0.7
libxmuu1=2:1.1.3-3
libxnvctrl0=575.57.08-0ubuntu1
libxs-parse-keyword-perl=0.21-1build1
libxtables12=1.8.7-1ubuntu5.2
libxxhash0=0.8.1-1
libyaml-0-2=0.2.2-1build2
libyaml-libyaml-perl=0.83+ds-1ubuntu0.22.04.1
libzstd1=1.4.8+dfsg-3build1
licensecheck=3.2.14-2
lintian=2.114.0ubuntu1.6
linux-libc-dev=5.15.0-143.153
login=1:4.8.1-2ubuntu2.2
logsave=1.46.5-2ubuntu1.2
lsb-base=11.1.0ubuntu4
lsb-release=11.1.0ubuntu4
lto-disabled-list=24
lzip=1.23-1
lzop=1.04-2build2
m4=1.4.18-5ubuntu2
make=4.3-4.1build1
man-db=2.10.2-1
mawk=1.3.4.20200120-3
media-types=7.0.0
mount=2.37.2-4ubuntu3.4
ncurses-base=6.3-2ubuntu0.1
ncurses-bin=6.3-2ubuntu0.1
ncurses-term=6.3-2ubuntu0.1
netbase=6.3
networkd-dispatcher=2.1-2ubuntu0.22.04.2
nfs-common=1:2.6.1-1ubuntu1.2
nsight-compute-2023.1.1=2023.1.1.4-1
ocl-icd-libopencl1=2.2.14-3
openmpi40-aws=4.1.7-1
openmpi50-aws=5.0.6
openssh-client=1:8.9p1-3ubuntu0.13
openssh-server=1:8.9p1-3ubuntu0.13
openssh-sftp-server=1:8.9p1-3ubuntu0.13
openssl=3.0.2-0ubuntu1.19
passwd=1:4.8.1-2ubuntu2.2
patch=2.7.6-7build2
patchutils=0.4.2-1build2
pci.ids=0.0~2022.01.22-1ubuntu0.1
pciutils=1:3.7.0-6
perl=5.34.0-3ubuntu1.4
perl-base=5.34.0-3ubuntu1.4
perl-modules-5.34=5.34.0-3ubuntu1.4
perl-openssl-defaults=5build2
pinentry-curses=1.1.1-1build2
pkg-config=0.29.2-1ubuntu3
po-debconf=1.0.21+nmu1
procps=2:3.3.17-6ubuntu2.1
prrte-aws=3.0.6
publicsuffix=20211207.1025-1
python-apt-common=2.4.0ubuntu4
python3=3.10.6-1~22.04.1
python3-apt=2.4.0ubuntu4
python3-certifi=2020.6.20-1
python3-chardet=4.0.0-1
python3-dbus=1.2.18-3build1
python3-debian=0.1.43ubuntu1.1
python3-distro=1.7.0-1
python3-gi=3.42.1-0ubuntu1
python3-gpg=1.16.0-1.2ubuntu4.2
python3-idna=3.3-1ubuntu0.1
python3-magic=2:0.4.24-2
python3-minimal=3.10.6-1~22.04.1
python3-pkg-resources=59.6.0-1.2ubuntu0.22.04.3
python3-requests=2.25.1+dfsg-2ubuntu0.3
python3-six=1.16.0-3ubuntu1
python3-unidiff=0.5.5-2
python3-urllib3=1.26.5-1~exp1ubuntu0.3
python3-xdg=0.27-2
python3.10=3.10.12-1~22.04.10
python3.10-minimal=3.10.12-1~22.04.10
rdma-core=57.amzn1-1
rdmacm-utils=57.amzn1-1
readline-common=8.1.2-1
rpcbind=1.2.6-2build1
rpcsvc-proto=1.4.2-0ubuntu6
rsync=3.2.7-0ubuntu0.22.04.4
screen=4.9.0-1
sed=4.8-1ubuntu2
sensible-utils=0.0.17
shared-mime-info=2.1-2
ssh=1:8.9p1-3ubuntu0.13
ssh-import-id=5.11-0ubuntu1
strace=5.16-0ubuntu3
sudo=1.9.9-1ubuntu2.5
supervisor=4.2.1-1ubuntu1
systemd=249.11-0ubuntu3.16
systemd-hwe-hwdb=249.11.5
systemd-sysv=249.11-0ubuntu3.16
systemd-timesyncd=249.11-0ubuntu3.16
sysvinit-utils=3.01-1ubuntu1
t1utils=1.41-4build2
tar=1.34+dfsg-1ubuntu0.1.22.04.2
tcl=8.6.11+1build2
tcl8.6=8.6.12+dfsg-1build1
tmux=3.2a-4ubuntu0.2
tzdata=2025b-0ubuntu0.22.04.1
ubuntu-keyring=2021.03.26
ucf=3.0043
udev=249.11-0ubuntu3.16
unzip=6.0-26ubuntu3.2
usrmerge=25ubuntu2
util-linux=2.37.2-4ubuntu3.4
vim=2:8.2.3995-1ubuntu2.24
vim-common=2:8.2.3995-1ubuntu2.24
vim-runtime=2:8.2.3995-1ubuntu2.24
wdiff=1.2.2-2build3
wget=1.21.2-2ubuntu1.1
xauth=1:1.1-1build2
xdg-user-dirs=0.17-2ubuntu4
xxd=2:8.2.3995-1ubuntu2.24
xz-utils=5.2.5-2ubuntu1
zip=3.0-12build2
zlib1g=1:1.2.11.dfsg-2ubuntu9.2
zsh=5.8.1-1
zsh-common=5.8.1-1
zstd=1.4.8+dfsg-3build1

Ray 2.48.0, CUDA version 11.8

The base image anyscale/ray:2.48.0-py312-cu118 contains the following packages:

Pip packages

aiofiles==22.1.0
aiohappyeyeballs==2.6.1
aiohttp==3.11.16
aiohttp-cors==0.7.0
aiosignal==1.3.1
aiosqlite==0.19.0
annotated-types==0.6.0
anyio==3.7.1
anyscale==0.26.42
archspec==0.2.5
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==25.1.0
Babel==2.13.1
backcall==0.2.0
beautifulsoup4==4.11.1
bleach==6.1.0
boltons==24.0.0
boto3==1.26.76
botocore==1.29.76
Brotli==1.1.0
cachetools==5.5.2
certifi==2025.1.31
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
cloudpickle==3.1.1
colorama==0.4.6
colorful==0.5.5
comm==0.2.0
conda==24.11.3
conda-libmamba-solver==24.9.0
conda-package-handling==2.4.0
conda_package_streaming==0.11.0
cryptography==44.0.3
cupy-cuda12x==13.1.0
Cython==0.29.37
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
distro==1.9.0
dm-tree==0.1.8
entrypoints==0.4
executing==2.0.1
Farama-Notifications==0.0.4
fastapi==0.115.12
fastjsonschema==2.19.0
fastrlock==0.8.2
filelock==3.17.0
flatbuffers==23.5.26
fqdn==1.5.1
frozendict==2.4.6
frozenlist==1.4.1
fsspec==2023.5.0
gitdb==4.0.12
GitPython==3.1.44
google-api-core==2.25.1
google-api-python-client==2.111.0
google-auth==2.23.4
google-auth-httplib2==0.1.1
google-cloud-certificate-manager==1.10.2
google-cloud-common==1.5.2
google-cloud-compute==1.32.0
google-cloud-core==2.4.1
google-cloud-filestore==1.13.2
google-cloud-redis==2.18.1
google-cloud-resource-manager==1.14.2
google-cloud-secret-manager==2.24.0
google-cloud-storage==2.14.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.6.0
googleapis-common-protos==1.61.0
grpc-google-iam-v1==0.14.2
grpcio==1.73.1
grpcio-status==1.62.3
grpcio-tools==1.73.1
gymnasium==1.0.0
h11==0.16.0
h2==4.1.0
hpack==4.0.0
httplib2==0.20.4
httptools==0.6.4
humanize==4.12.3
hyperframe==6.0.1
idna==3.7
importlib-metadata==6.11.0
ipykernel==6.27.1
ipython==8.12.3
ipython-genutils==0.2.0
ipywidgets==8.1.3
isoduration==20.11.0
jedi==0.19.1
Jinja2==3.1.6
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.33
jsonpointer==2.4
jsonschema==4.23.0
jsonschema-specifications==2024.10.1
jupyter-client==7.3.4
jupyter_core==5.5.0
jupyter-events==0.6.3
jupyter-server==1.24.0
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==2.24.0
jupyterlab_widgets==3.0.11
libmambapy==1.5.12
log-symbols==0.0.14
lxml==4.9.4
lz4==4.3.3
mamba==1.5.12
markdown-it-py==2.2.0
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mdurl==0.1.2
memray==1.10.0
menuinst==2.2.0
mistune==0.8.4
msgpack==1.0.7
multidict==6.0.5
nbclassic==1.0.0
nbclient==0.5.13
nbconvert==6.5.4
nbformat==5.9.2
nest-asyncio==1.5.8
notebook==6.5.7
notebook_shim==0.2.3
numpy==1.26.4
oauth2client==4.1.3
opencensus==0.11.3
opencensus-context==0.1.3
opentelemetry-api==1.34.1
opentelemetry-exporter-prometheus==0.55b1
opentelemetry-proto==1.27.0
opentelemetry-sdk==1.34.1
opentelemetry-semantic-conventions==0.55b1
ormsgpack==1.7.0
packaging==23.0
pandas==2.3.1
pandocfilters==1.5.0
parso==0.8.3
pathspec==0.12.1
pexpect==4.8.0
pickleshare==0.7.5
pip==24.3.1
platformdirs==3.11.0
pluggy==1.5.0
polars==1.30.0
prometheus-client==0.19.0
prompt-toolkit==3.0.41
propcache==0.3.0
proto-plus==1.26.1
protobuf==4.25.8
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.4.0
pyarrow==14.0.2
pyasn1==0.5.1
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pycurl==7.45.3
pydantic==2.10.0
pydantic_core==2.27.0
Pygments==2.18.0
pyOpenSSL==25.0.0
pyparsing==3.1.1
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.1.1
python-json-logger==2.0.7
pytz==2022.7.1
PyYAML==6.0.1
pyzmq==26.0.3
ray==2.48.0
redis==4.4.2
referencing==0.36.2
requests==2.32.3
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==13.3.2
rpds-py==0.22.3
rsa==4.7.2
ruamel.yaml==0.18.10
ruamel.yaml.clib==0.2.8
s3transfer==0.6.2
scipy==1.11.4
Send2Trash==1.8.3
setuptools==71.1.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.2
sniffio==1.3.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.46.2
tabulate==0.9.0
tensorboardX==2.6.2.2
termcolor==3.1.0
terminado==0.10.1
tinycss2==1.3.0
tornado==6.5.1
tqdm==4.67.1
traitlets==5.14.3
truststore==0.10.0
types-python-dateutil==2.9.0.20240316
typing_extensions==4.12.2
tzdata==2025.2
tzlocal==5.3.1
uri-template==1.3.0
uritemplate==4.1.1
urllib3==1.26.19
uvicorn==0.22.0
uvloop==0.21.0
virtualenv==20.29.1
watchfiles==0.19.0
wcwidth==0.2.13
webcolors==24.6.0
webencodings==0.5.1
websocket-client==1.8.0
websockets==11.0.3
wheel==0.45.1
widgetsnbextension==4.0.11
wrapt==1.17.2
y-py==0.6.2
yarl==1.18.3
ypy-websocket==0.8.4
zipp==3.19.2
zstandard==0.23.0

Conda packages

_libgcc_mutex=0.1=conda_forge
_openmp_mutex=4.5=2_gnu
archspec=0.2.5=pyhd8ed1ab_0
boltons=24.0.0=pyhd8ed1ab_1
brotli-python=1.1.0=py312h2ec8cdc_2
bzip2=1.0.8=h4bc722e_7
c-ares=1.34.4=hb9d3cd8_0
ca-certificates=2025.7.9=hbd8a1cb_0
colorama=0.4.6=pyhd8ed1ab_1
conda=24.11.3=py312h7900ff3_0
conda-libmamba-solver=24.9.0=pyhd8ed1ab_0
conda-package-handling=2.4.0=pyh7900ff3_2
conda-package-streaming=0.11.0=pyhd8ed1ab_0
distro=1.9.0=pyhd8ed1ab_1
fmt=11.0.2=h434a139_0
frozendict=2.4.6=py312h66e93f0_0
h2=4.1.0=pyhd8ed1ab_1
hpack=4.0.0=pyhd8ed1ab_1
hyperframe=6.0.1=pyhd8ed1ab_1
jsonpatch=1.33=pyhd8ed1ab_1
keyutils=1.6.1=h166bdaf_0
krb5=1.21.3=h659f571_0
ld_impl_linux-64=2.43=h712a8e2_2
libarchive=3.7.7=h4585015_3
libcurl=8.11.1=h332b0f4_0
libedit=3.1.20240808=pl5321h7949ede_0
libev=4.33=hd590300_2
libexpat=2.7.0=h5888daf_0
libffi=3.4.2=h7f98852_5
libgcc=15.1.0=h767d61c_3
libgcc-ng=15.1.0=h69a702a_3
libgomp=15.1.0=h767d61c_3
libiconv=1.17=hd590300_2
liblzma=5.8.1=hb9d3cd8_2
libmamba=1.5.12=h49b8a8d_0
libmambapy=1.5.12=py312hbaee817_0
libnghttp2=1.64.0=h161d5f1_0
libnsl=2.0.1=hd590300_0
libsolv=0.7.30=h3509ff9_0
libsqlite=3.50.2=h0c1763c_2
libssh2=1.11.1=hf672d98_0
libstdcxx=15.1.0=h8f9b012_3
libstdcxx-ng=15.1.0=h4852527_3
libuuid=2.38.1=h0b41bf4_0
libxcrypt=4.4.36=hd590300_1
libxml2=2.13.5=h0d44e9d_1
libzlib=1.3.1=hb9d3cd8_2
lz4-c=1.10.0=h5888daf_1
lzo=2.10=hd590300_1001
mamba=1.5.12=py312h9460a1c_0
menuinst=2.2.0=py312h7900ff3_0
ncurses=6.5=h2d0b736_2
openssl=3.5.1=h7b32b05_0
pip=24.3.1=pyh8b19718_2
pluggy=1.5.0=pyhd8ed1ab_1
pybind11-abi=4=hd8ed1ab_3
pycosat=0.6.6=py312h66e93f0_2
pysocks=1.7.1=pyha55dd90_7
python=3.12.9=h9e4cc4f_1_cpython
python_abi=3.12=5_cp312
readline=8.2=h8228510_1
reproc=14.2.5.post0=hb9d3cd8_0
reproc-cpp=14.2.5.post0=h5888daf_0
requests=2.32.3=pyhd8ed1ab_1
ruamel.yaml=0.18.10=py312h66e93f0_0
ruamel.yaml.clib=0.2.8=py312h66e93f0_1
tk=8.6.13=noxft_h4845f30_101
tqdm=4.67.1=pyhd8ed1ab_1
truststore=0.10.0=pyhd8ed1ab_0
wheel=0.45.1=pyhd8ed1ab_1
yaml-cpp=0.8.0=h59595ed_0
zstandard=0.23.0=py312hef9b889_1
zstd=1.5.6=ha6fb4c9_0

Debian packages

adduser=3.118ubuntu5
apt=2.4.14
autoconf=2.71-2
automake=1:1.16.5-1.3
autopoint=0.21-4ubuntu4
autotools-dev=20220109.1
base-files=12ubuntu4.7
base-passwd=3.5.52build1
bash=5.1-6ubuntu1.1
binutils=2.38-4ubuntu2.8
binutils-common=2.38-4ubuntu2.8
binutils-x86-64-linux-gnu=2.38-4ubuntu2.8
bsdextrautils=2.37.2-4ubuntu3.4
bsdutils=1:2.37.2-4ubuntu3.4
build-essential=12.9ubuntu3
bzip2=1.0.8-5build1
ca-certificates=20240203~22.04.1
check=0.15.2-2
cmake-data=3.22.1-1ubuntu1.22.04.2
coreutils=8.32-4.1ubuntu1.2
cpp=4:11.2.0-1ubuntu1
cpp-11=11.4.0-1ubuntu1~22.04
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-keyring=1.1-1
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=12.9.79-1
curl=7.81.0-1ubuntu1.20
dash=0.5.11+git20210903+057cd650a4ed-3build1
dbus=1.12.20-2ubuntu4.1
dctrl-tools=2.24-3build2
debconf=1.5.79ubuntu1
debhelper=13.6ubuntu1
debianutils=5.5-1ubuntu2
debugedit=1:5.0-4build1
devscripts=2.22.1ubuntu1
dh-autoreconf=20
dh-strip-nondeterminism=1.13.0-1
diffstat=1.64-1build2
diffutils=1:3.8-0ubuntu2
dirmngr=2.2.27-3ubuntu2.4
distro-info-data=0.52ubuntu0.9
dkms=1:3.2.1-1ubuntu2
dmidecode=3.3-3ubuntu0.2
dmsetup=2:1.02.175-2.1ubuntu5
dpkg=1.21.1ubuntu2.3
dpkg-dev=1.21.1ubuntu2.3
dput=1.1.0ubuntu2.1
dwz=0.14-1build2
dynolog=0.3.2
e2fsprogs=1.46.5-2ubuntu1.2
efa-config=1.15
efa-profile=1.5
emacsen-common=3.0.4
environment-modules=5.0.1-1
ethtool=1:5.16-1ubuntu0.2
fakeroot=1.28-1ubuntu1
file=1:5.41-3ubuntu0.1
findutils=4.8.0-1ubuntu3
g++=4:11.2.0-1ubuntu1
g++-11=11.4.0-1ubuntu1~22.04
gcc=4:11.2.0-1ubuntu1
gcc-11=11.4.0-1ubuntu1~22.04
gcc-11-base=11.4.0-1ubuntu1~22.04
gcc-12-base=12.3.0-1ubuntu1~22.04
gdb=12.1-0ubuntu1~22.04.2
gettext=0.21-4ubuntu4
gettext-base=0.21-4ubuntu4
gir1.2-glib-2.0=1.72.0-1
git=1:2.34.1-1ubuntu1.15
git-man=1:2.34.1-1ubuntu1.15
gnupg=2.2.27-3ubuntu2.4
gnupg-l10n=2.2.27-3ubuntu2.4
gnupg-utils=2.2.27-3ubuntu2.4
gnupg2=2.2.27-3ubuntu2.4
google-cloud-cli=530.0.0-0
google-cloud-cli-anthoscli=530.0.0-0
google-cloud-sdk=467.0.0-0
gpg=2.2.27-3ubuntu2.4
gpg-agent=2.2.27-3ubuntu2.4
gpg-wks-client=2.2.27-3ubuntu2.4
gpg-wks-server=2.2.27-3ubuntu2.4
gpgconf=2.2.27-3ubuntu2.4
gpgsm=2.2.27-3ubuntu2.4
gpgv=2.2.27-3ubuntu2.4
grep=3.7-1build1
groff-base=1.22.4-8build1
gzip=1.10-4ubuntu4.1
hostname=3.23ubuntu2
ibacm=46.0-1
ibverbs-providers=46.0-1
ibverbs-utils=46.0-1
infiniband-diags=46.0-1
init-system-helpers=1.62
intltool-debian=0.35.0+20060710.5
iproute2=5.15.0-1ubuntu2
iso-codes=4.9.0-1
keyutils=1.6.1-2ubuntu3
kmod=29-1ubuntu1
less=590-1ubuntu0.22.04.3
libacl1=2.3.1-1
libaliased-perl=0.34-1.1
libapparmor1=3.0.4-2ubuntu2.4
libapt-pkg-perl=0.1.40build2
libapt-pkg6.0=2.4.14
libarchive-cpio-perl=0.10-1.1
libarchive-zip-perl=1.68-1
libargon2-1=0~20171227-0.3
libarray-intspan-perl=2.004-1
libasan6=11.4.0-1ubuntu1~22.04
libassuan0=2.5.5-1build1
libatm1=1:2.5.1-4build2
libatomic1=12.3.0-1ubuntu1~22.04
libattr1=1:2.5.1-1build1
libaudit-common=1:3.0.7-1build1
libaudit1=1:3.0.7-1build1
libauthen-sasl-perl=2.1600-1.1
libb-hooks-endofscope-perl=0.25-1
libb-hooks-op-check-perl=0.22-1build5
libbabeltrace1=1.5.8-2build1
libbinutils=2.38-4ubuntu2.8
libblkid1=2.37.2-4ubuntu3.4
libboost-regex1.74.0=1.74.0-14ubuntu3
libbpf0=1:0.5.0-1ubuntu22.04.1
libbrotli1=1.0.9-2build6
libbsd0=0.11.5-1
libbz2-1.0=1.0.8-5build1
libc-bin=2.35-0ubuntu3.10
libc-dev-bin=2.35-0ubuntu3.10
libc6=2.35-0ubuntu3.10
libc6-dbg=2.35-0ubuntu3.10
libc6-dev=2.35-0ubuntu3.10
libcap-ng0=0.7.9-2.2build3
libcap2=1:2.44-1ubuntu0.22.04.2
libcap2-bin=1:2.44-1ubuntu0.22.04.2
libcapture-tiny-perl=0.48-1
libcbor0.8=0.8.0-2ubuntu1
libcc1-0=12.3.0-1ubuntu1~22.04
libclass-data-inheritable-perl=0.08-3
libclass-method-modifiers-perl=2.13-1
libclass-xsaccessor-perl=1.19-3build9
libclone-perl=0.45-1build3
libcom-err2=1.46.5-2ubuntu1.2
libcommon-sense-perl=3.75-2build1
libconfig-tiny-perl=2.28-1
libconst-fast-perl=0.014-1.1
libcontextual-return-perl=0.004014-2
libcpanel-json-xs-perl=4.27-1ubuntu0.1
libcrypt-dev=1:4.4.27-1
libcrypt1=1:4.4.27-1
libcryptsetup12=2:2.4.3-1ubuntu1.3
libctf-nobfd0=2.38-4ubuntu2.8
libctf0=2.38-4ubuntu2.8
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
libcurand-11-8=10.3.0.86-1
libcurand-dev-11-8=10.3.0.86-1
libcurl3-gnutls=7.81.0-1ubuntu1.20
libcurl4=7.81.0-1ubuntu1.20
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
libdata-dpath-perl=0.58-1
libdata-dump-perl=1.25-1
libdata-messagepack-perl=1.01-2build1
libdata-optlist-perl=0.112-1
libdata-validate-domain-perl=0.10-1.1
libdata-validate-ip-perl=0.30-1
libdata-validate-uri-perl=0.07-2
libdb5.3=5.3.28+dfsg1-0.8ubuntu3
libdbus-1-3=1.12.20-2ubuntu4.1
libdebconfclient0=0.261ubuntu1
libdebhelper-perl=13.6ubuntu1
libdebuginfod-common=0.186-1ubuntu0.1
libdebuginfod1=0.186-1ubuntu0.1
libdevel-callchecker-perl=0.008-1ubuntu4
libdevel-size-perl=0.83-1build4
libdevel-stacktrace-perl=2.0400-1
libdevmapper1.02.1=2:1.02.175-2.1ubuntu5
libdistro-info-perl=1.1ubuntu0.2
libdpkg-perl=1.21.1ubuntu2.3
libdw1=0.186-1ubuntu0.1
libdynaloader-functions-perl=0.003-1.1
libedit2=3.1-20210910-1build1
libelf1=0.186-1ubuntu0.1
libemail-address-xs-perl=1.04-1build6
libencode-locale-perl=1.05-1.1
liberror-perl=0.17029-1
libevent-core-2.1-7=2.1.12-stable-1build3
libevent-pthreads-2.1-7=2.1.12-stable-1build3
libexception-class-perl=1.45-1
libexpat1=2.4.7-1ubuntu0.6
libexporter-tiny-perl=1.002002-1
libext2fs2=1.46.5-2ubuntu1.2
libfabric-aws-bin=1.19.0amzn2.0
libfabric-aws-dev=1.19.0amzn2.0
libfabric1-aws=1.19.0amzn2.0
libfakeroot=1.28-1ubuntu1
libffi8=3.4.2-4
libfido2-1=1.10.0-1
libfile-basedir-perl=0.09-1
libfile-chdir-perl=0.1008-1.1
libfile-dirlist-perl=0.05-2
libfile-find-rule-perl=0.34-1ubuntu0.22.04.1
libfile-homedir-perl=1.006-1
libfile-listing-perl=6.14-1
libfile-stripnondeterminism-perl=1.13.0-1
libfile-touch-perl=0.12-1
libfile-which-perl=1.23-1
libfont-afm-perl=1.20-3
libfont-ttf-perl=1.06-1.1
libgcc-11-dev=11.4.0-1ubuntu1~22.04
libgcc-s1=12.3.0-1ubuntu1~22.04
libgcrypt20=1.9.4-3ubuntu3
libgdbm-compat4=1.23-1
libgdbm6=1.23-1
libgirepository-1.0-1=1.72.0-1
libgit-wrapper-perl=0.048-1
libgitlab-api-v4-perl=0.26-1
libglib2.0-0=2.72.4-0ubuntu2.5
libglib2.0-data=2.72.4-0ubuntu2.5
libgmp10=2:6.2.1+dfsg-3ubuntu1
libgnutls30=3.7.3-4ubuntu1.6
libgomp1=12.3.0-1ubuntu1~22.04
libgpg-error0=1.43-3
libgpgme11=1.16.0-1.2ubuntu4.2
libgpm2=1.20.7-10build1
libgssapi-krb5-2=1.19.2-2ubuntu0.7
libhash-fieldhash-perl=0.15-1build5
libhogweed6=3.7.3-1build2
libhtml-form-perl=6.07-1
libhtml-format-perl=2.12-1.1
libhtml-html5-entities-perl=0.004-1.1
libhtml-parser-perl=3.76-1build2
libhtml-tagset-perl=3.20-4
libhtml-tree-perl=5.07-2
libhttp-cookies-perl=6.10-1
libhttp-daemon-perl=6.13-1ubuntu0.1
libhttp-date-perl=6.05-1
libhttp-message-perl=6.36-1
libhttp-negotiate-perl=6.01-1
libhttp-tiny-multipart-perl=0.08-1.1
libhwloc-dev=2.7.0-2ubuntu1
libhwloc-plugins=2.7.0-2ubuntu1
libhwloc15=2.7.0-2ubuntu1
libibmad-dev=46.0-1
libibmad5=46.0-1
libibnetdisc-dev=46.0-1
libibnetdisc5=46.0-1
libibumad-dev=46.0-1
libibumad3=46.0-1
libibverbs-dev=46.0-1
libibverbs1=46.0-1
libicu70=70.1-2
libidn2-0=2.3.2-2build1
libimport-into-perl=1.002005-1
libio-html-perl=1.004-2
libio-interactive-perl=1.023-1
libio-prompt-tiny-perl=0.003-1
libio-prompter-perl=0.004015-1
libio-pty-perl=1:1.15-2build2
libio-socket-ssl-perl=2.074-2
libio-string-perl=1.08-3.1
libip4tc2=1.8.7-1ubuntu5.2
libipc-run-perl=20200505.0-1
libipc-run3-perl=0.048-2
libipc-system-simple-perl=1.30-1
libipt2=2.0.5-1
libisl23=0.24-2build1
libiterator-perl=0.03+ds1-1.1
libiterator-util-perl=0.02+ds1-1.1
libitm1=12.3.0-1ubuntu1~22.04
libjemalloc-dev=5.2.1-4ubuntu1
libjemalloc2=5.2.1-4ubuntu1
libjson-c5=0.15-3~ubuntu1.22.04.2
libjson-maybexs-perl=1.004003-1
libjson-perl=4.04000-1
libjson-xs-perl=4.030-1build3
libk5crypto3=1.19.2-2ubuntu0.7
libkeyutils1=1.6.1-2ubuntu3
libkmod2=29-1ubuntu1
libkrb5-3=1.19.2-2ubuntu0.7
libkrb5support0=1.19.2-2ubuntu0.7
libksba8=1.6.0-2ubuntu0.2
libldap-2.5-0=2.5.19+dfsg-0ubuntu0.22.04.1
liblist-compare-perl=0.55-1
liblist-moreutils-perl=0.430-2
liblist-moreutils-xs-perl=0.430-2build2
liblist-someutils-perl=0.58-1
liblist-someutils-xs-perl=0.58-2build3
liblist-utilsby-perl=0.11-1
liblog-any-adapter-screen-perl=0.140-2
liblog-any-perl=1.710-1
liblsan0=12.3.0-1ubuntu1~22.04
libltdl-dev=2.4.6-15build2
libltdl7=2.4.6-15build2
liblwp-mediatypes-perl=6.04-1
liblwp-protocol-https-perl=6.10-1
liblz4-1=1.9.3-2build2
liblzma5=5.2.5-2ubuntu1
liblzo2-2=2.10-2build3
libmagic-mgc=1:5.41-3ubuntu0.1
libmagic1=1:5.41-3ubuntu0.1
libmail-sendmail-perl=0.80-1.1
libmailtools-perl=2.21-1
libmarkdown2=2.2.7-2
libmath-base85-perl=0.5+dfsg-1
libmd0=1.0.4-1build1
libmnl0=1.0.4-3build2
libmodule-implementation-perl=0.09-1.1
libmodule-runtime-perl=0.016-1
libmoo-perl=2.005004-3
libmoox-aliases-perl=0.001006-1.1
libmoox-struct-perl=0.020-1
libmount1=2.37.2-4ubuntu3.4
libmouse-perl=2.5.10-1build4
libmpc3=1.2.1-2build1
libmpdec3=2.5.1-2build2
libmpfr6=4.1.0-3build3
libnamespace-autoclean-perl=0.29-1
libnamespace-clean-perl=0.27-1
libnccl-dev=2.15.5-1+cuda11.8
libnccl2=2.15.5-1+cuda11.8
libncurses6=6.3-2ubuntu0.1
libncursesw6=6.3-2ubuntu0.1
libnet-domain-tld-perl=1.75-1.1
libnet-http-perl=6.22-1
libnet-ipv6addr-perl=1.02-1
libnet-netmask-perl=2.0001-1
libnet-smtp-ssl-perl=1.04-1
libnet-ssleay-perl=1.92-1build2
libnetaddr-ip-perl=4.079+dfsg-1build7
libnettle8=3.7.3-1build2
libnfsidmap1=1:2.6.1-1ubuntu1.2
libnghttp2-14=1.43.0-1ubuntu0.2
libnl-3-200=3.5.0-0.1
libnl-3-dev=3.5.0-0.1
libnl-route-3-200=3.5.0-0.1
libnl-route-3-dev=3.5.0-0.1
libnpp-11-8=11.8.0.86-1
libnpp-dev-11-8=11.8.0.86-1
libnpth0=1.6-3build2
libnsl-dev=1.3.0-2build2
libnsl2=1.3.0-2build2
libnss-systemd=249.11-0ubuntu3.16
libnuma-dev=2.0.14-3ubuntu2
libnuma1=2.0.14-3ubuntu2
libnumber-compare-perl=0.03-2
libnvjpeg-11-8=11.9.0.86-1
libnvjpeg-dev-11-8=11.9.0.86-1
libobject-id-perl=0.1.2-2.1ubuntu1
libp11-kit0=0.24.0-6build1
libpackage-stash-perl=0.39-1
libpackage-stash-xs-perl=0.29-1build5
libpam-cap=1:2.44-1ubuntu0.22.04.2
libpam-modules=1.4.0-11ubuntu2.6
libpam-modules-bin=1.4.0-11ubuntu2.6
libpam-runtime=1.4.0-11ubuntu2.6
libpam-systemd=249.11-0ubuntu3.16
libpam0g=1.4.0-11ubuntu2.6
libparams-classify-perl=0.015-1build5
libparams-util-perl=1.102-1build3
libpath-iterator-rule-perl=1.015-1
libpath-tiny-perl=0.122-1
libpci3=1:3.7.0-6
libpciaccess0=0.16-3
libpcre2-8-0=10.39-3ubuntu0.1
libpcre3=2:8.39-13ubuntu0.22.04.1
libperl5.34=5.34.0-3ubuntu1.4
libperlio-gzip-perl=0.19-1build8
libperlio-utf8-strict-perl=0.009-1build1
libpipeline1=1.5.5-1
libpod-constants-perl=0.19-2
libpod-parser-perl=1.63-2
libpopt0=1.18-3build1
libproc-processtable-perl=0.634-1build1
libprocps8=2:3.3.17-6ubuntu2.1
libpsl5=0.21.0-1.2build2
libpython3-stdlib=3.10.6-1~22.04.1
libpython3.10=3.10.12-1~22.04.10
libpython3.10-minimal=3.10.12-1~22.04.10
libpython3.10-stdlib=3.10.12-1~22.04.10
libquadmath0=12.3.0-1ubuntu1~22.04
librdmacm-dev=46.0-1
librdmacm1=46.0-1
libre-engine-re2-perl=0.14-1build2
libre2-9=20220201+dfsg-1
libreadline8=8.1.2-1
libreadonly-perl=2.050-3
libref-util-perl=0.204-1
libref-util-xs-perl=0.117-1build5
libregexp-pattern-license-perl=3.9.3-1
libregexp-pattern-perl=0.2.14-1
librole-tiny-perl=2.002004-1
librtmp1=2.4+20151223.gitfa8646d.1-2build4
libsasl2-2=2.1.27+dfsg2-3ubuntu1.2
libsasl2-modules-db=2.1.27+dfsg2-3ubuntu1.2
libseccomp2=2.5.3-2ubuntu3~22.04.1
libselinux1=3.3-1build2
libsemanage-common=3.3-1build2
libsemanage2=3.3-1build2
libsepol2=3.3-1build1
libsereal-decoder-perl=4.023+ds-1
libsereal-encoder-perl=4.023+ds-1
libset-intspan-perl=1.19-2
libsigsegv2=2.13-1ubuntu3
libsmartcols1=2.37.2-4ubuntu3.4
libsocket6-perl=0.29-1build4
libsodium23=1.0.18-1build2
libsort-versions-perl=1.62-1
libsource-highlight-common=3.1.9-4.1build2
libsource-highlight4v5=3.1.9-4.1build2
libsqlite3-0=3.37.2-2ubuntu0.4
libss2=1.46.5-2ubuntu1.2
libssh-4=0.9.6-2ubuntu0.22.04.4
libssl3=3.0.2-0ubuntu1.19
libstdc++-11-dev=11.4.0-1ubuntu1~22.04
libstdc++6=12.3.0-1ubuntu1~22.04
libstrictures-perl=2.000006-1
libstring-copyright-perl=0.003012-1
libstring-escape-perl=2010.002-2
libstring-shellquote-perl=1.04-1
libsub-exporter-perl=0.988-1
libsub-exporter-progressive-perl=0.001013-1
libsub-identify-perl=0.14-1build5
libsub-install-perl=0.928-1.1
libsub-name-perl=0.26-1build3
libsub-override-perl=0.09-2
libsub-quote-perl=2.006006-1
libsubunit-dev=1.4.0-3
libsubunit0=1.4.0-3
libsyntax-keyword-try-perl=0.26-1build1
libsys-hostname-long-perl=1.5-2
libsystemd0=249.11-0ubuntu3.16
libtasn1-6=4.18.0-4ubuntu0.1
libtcl8.6=8.6.12+dfsg-1build1
libterm-readkey-perl=2.38-1build4
libtext-glob-perl=0.11-2
libtext-levenshteinxs-perl=0.03-4build10
libtext-markdown-discount-perl=0.13-1build1
libtext-xslate-perl=3.5.9-1build1
libtime-duration-perl=1.21-1
libtime-moment-perl=0.44-1build6
libtimedate-perl=2.3300-2
libtinfo6=6.3-2ubuntu0.1
libtirpc-common=1.3.2-2ubuntu0.1
libtirpc-dev=1.3.2-2ubuntu0.1
libtirpc3=1.3.2-2ubuntu0.1
libtool=2.4.6-15build2
libtry-tiny-perl=0.31-1
libtsan0=11.4.0-1ubuntu1~22.04
libtype-tiny-perl=1.012004-1
libtype-tiny-xs-perl=0.022-1build2
libtypes-serialiser-perl=1.01-1
libubsan1=12.3.0-1ubuntu1~22.04
libuchardet0=0.0.7-1build2
libudev1=249.11-0ubuntu3.16
libunicode-utf8-perl=0.62-1build4
libunistring2=1.0-1
libunwind8=1.3.2-2build2.1
liburi-perl=5.10-1
libutempter0=1.2.1-2build2
libuuid1=2.37.2-4ubuntu3.4
libvariable-magic-perl=0.62-1build5
libwant-perl=0.29-1build7
libwrap0=7.6.q-31build2
libwww-perl=6.61-1
libwww-robotrules-perl=6.02-1
libx11-6=2:1.7.5-1ubuntu0.3
libx11-data=2:1.7.5-1ubuntu0.3
libxau6=1:1.0.9-1build5
libxcb1=1.14-3ubuntu3
libxdmcp6=1:1.1.3-0ubuntu5
libxext6=2:1.3.4-1build1
libxml-libxml-perl=2.0207+dfsg+really+2.0134-1
libxml-namespacesupport-perl=1.12-1.1
libxml-parser-perl=2.46-3build1
libxml-sax-base-perl=1.09-1.1
libxml-sax-expat-perl=0.51-1
libxml-sax-perl=1.02+dfsg-3
libxml2=2.9.13+dfsg-1ubuntu0.7
libxmuu1=2:1.1.3-3
libxnvctrl0=575.57.08-0ubuntu1
libxs-parse-keyword-perl=0.21-1build1
libxtables12=1.8.7-1ubuntu5.2
libxxhash0=0.8.1-1
libyaml-0-2=0.2.2-1build2
libyaml-libyaml-perl=0.83+ds-1ubuntu0.22.04.1
libzstd1=1.4.8+dfsg-3build1
licensecheck=3.2.14-2
lintian=2.114.0ubuntu1.6
linux-libc-dev=5.15.0-143.153
login=1:4.8.1-2ubuntu2.2
logsave=1.46.5-2ubuntu1.2
lsb-base=11.1.0ubuntu4
lsb-release=11.1.0ubuntu4
lto-disabled-list=24
lzip=1.23-1
lzop=1.04-2build2
m4=1.4.18-5ubuntu2
make=4.3-4.1build1
man-db=2.10.2-1
mawk=1.3.4.20200120-3
media-types=7.0.0
mount=2.37.2-4ubuntu3.4
ncurses-base=6.3-2ubuntu0.1
ncurses-bin=6.3-2ubuntu0.1
ncurses-term=6.3-2ubuntu0.1
netbase=6.3
networkd-dispatcher=2.1-2ubuntu0.22.04.2
nfs-common=1:2.6.1-1ubuntu1.2
nsight-compute-2022.3.0=2022.3.0.22-1
ocl-icd-libopencl1=2.2.14-3
openmpi40-aws=4.1.6-1
openssh-client=1:8.9p1-3ubuntu0.13
openssh-server=1:8.9p1-3ubuntu0.13
openssh-sftp-server=1:8.9p1-3ubuntu0.13
openssl=3.0.2-0ubuntu1.19
passwd=1:4.8.1-2ubuntu2.2
patch=2.7.6-7build2
patchutils=0.4.2-1build2
pci.ids=0.0~2022.01.22-1ubuntu0.1
pciutils=1:3.7.0-6
perl=5.34.0-3ubuntu1.4
perl-base=5.34.0-3ubuntu1.4
perl-modules-5.34=5.34.0-3ubuntu1.4
perl-openssl-defaults=5build2
pinentry-curses=1.1.1-1build2
pkg-config=0.29.2-1ubuntu3
po-debconf=1.0.21+nmu1
procps=2:3.3.17-6ubuntu2.1
publicsuffix=20211207.1025-1
python-apt-common=2.4.0ubuntu4
python3=3.10.6-1~22.04.1
python3-apt=2.4.0ubuntu4
python3-certifi=2020.6.20-1
python3-chardet=4.0.0-1
python3-dbus=1.2.18-3build1
python3-debian=0.1.43ubuntu1.1
python3-distro=1.7.0-1
python3-gi=3.42.1-0ubuntu1
python3-gpg=1.16.0-1.2ubuntu4.2
python3-idna=3.3-1ubuntu0.1
python3-magic=2:0.4.24-2
python3-minimal=3.10.6-1~22.04.1
python3-pkg-resources=59.6.0-1.2ubuntu0.22.04.3
python3-requests=2.25.1+dfsg-2ubuntu0.3
python3-six=1.16.0-3ubuntu1
python3-unidiff=0.5.5-2
python3-urllib3=1.26.5-1~exp1ubuntu0.3
python3-xdg=0.27-2
python3.10=3.10.12-1~22.04.10
python3.10-minimal=3.10.12-1~22.04.10
rdma-core=46.0-1
rdmacm-utils=46.0-1
readline-common=8.1.2-1
rpcbind=1.2.6-2build1
rpcsvc-proto=1.4.2-0ubuntu6
rsync=3.2.7-0ubuntu0.22.04.4
screen=4.9.0-1
sed=4.8-1ubuntu2
sensible-utils=0.0.17
shared-mime-info=2.1-2
ssh=1:8.9p1-3ubuntu0.13
ssh-import-id=5.11-0ubuntu1
strace=5.16-0ubuntu3
sudo=1.9.9-1ubuntu2.5
supervisor=4.2.1-1ubuntu1
systemd=249.11-0ubuntu3.16
systemd-hwe-hwdb=249.11.5
systemd-sysv=249.11-0ubuntu3.16
systemd-timesyncd=249.11-0ubuntu3.16
sysvinit-utils=3.01-1ubuntu1
t1utils=1.41-4build2
tar=1.34+dfsg-1ubuntu0.1.22.04.2
tcl=8.6.11+1build2
tcl8.6=8.6.12+dfsg-1build1
tmux=3.2a-4ubuntu0.2
tzdata=2025b-0ubuntu0.22.04.1
ubuntu-keyring=2021.03.26
ucf=3.0043
udev=249.11-0ubuntu3.16
unzip=6.0-26ubuntu3.2
usrmerge=25ubuntu2
util-linux=2.37.2-4ubuntu3.4
vim=2:8.2.3995-1ubuntu2.24
vim-common=2:8.2.3995-1ubuntu2.24
vim-runtime=2:8.2.3995-1ubuntu2.24
wdiff=1.2.2-2build3
wget=1.21.2-2ubuntu1.1
xauth=1:1.1-1build2
xdg-user-dirs=0.17-2ubuntu4
xxd=2:8.2.3995-1ubuntu2.24
xz-utils=5.2.5-2ubuntu1
zip=3.0-12build2
zlib1g=1:1.2.11.dfsg-2ubuntu9.2
zsh=5.8.1-1
zsh-common=5.8.1-1
zstd=1.4.8+dfsg-3build1

Ray 2.48.0, CUDA version 11.7

The base image anyscale/ray:2.48.0-py312-cu117 contains the following packages:

Pip packages

aiofiles==22.1.0
aiohappyeyeballs==2.6.1
aiohttp==3.11.16
aiohttp-cors==0.7.0
aiosignal==1.3.1
aiosqlite==0.19.0
annotated-types==0.6.0
anyio==3.7.1
anyscale==0.26.42
archspec==0.2.5
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==25.1.0
Babel==2.13.1
backcall==0.2.0
beautifulsoup4==4.11.1
bleach==6.1.0
boltons==24.0.0
boto3==1.26.76
botocore==1.29.76
Brotli==1.1.0
cachetools==5.5.2
certifi==2025.1.31
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
cloudpickle==3.1.1
colorama==0.4.6
colorful==0.5.5
comm==0.2.0
conda==24.11.3
conda-libmamba-solver==24.9.0
conda-package-handling==2.4.0
conda_package_streaming==0.11.0
cryptography==44.0.3
cupy-cuda12x==13.1.0
Cython==0.29.37
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
distro==1.9.0
dm-tree==0.1.8
entrypoints==0.4
executing==2.0.1
Farama-Notifications==0.0.4
fastapi==0.115.12
fastjsonschema==2.19.0
fastrlock==0.8.2
filelock==3.17.0
flatbuffers==23.5.26
fqdn==1.5.1
frozendict==2.4.6
frozenlist==1.4.1
fsspec==2023.5.0
gitdb==4.0.12
GitPython==3.1.44
google-api-core==2.25.1
google-api-python-client==2.111.0
google-auth==2.23.4
google-auth-httplib2==0.1.1
google-cloud-certificate-manager==1.10.2
google-cloud-common==1.5.2
google-cloud-compute==1.32.0
google-cloud-core==2.4.1
google-cloud-filestore==1.13.2
google-cloud-redis==2.18.1
google-cloud-resource-manager==1.14.2
google-cloud-secret-manager==2.24.0
google-cloud-storage==2.14.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.6.0
googleapis-common-protos==1.61.0
grpc-google-iam-v1==0.14.2
grpcio==1.73.1
grpcio-status==1.62.3
grpcio-tools==1.73.1
gymnasium==1.0.0
h11==0.16.0
h2==4.1.0
hpack==4.0.0
httplib2==0.20.4
httptools==0.6.4
humanize==4.12.3
hyperframe==6.0.1
idna==3.7
importlib-metadata==6.11.0
ipykernel==6.27.1
ipython==8.12.3
ipython-genutils==0.2.0
ipywidgets==8.1.3
isoduration==20.11.0
jedi==0.19.1
Jinja2==3.1.6
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.33
jsonpointer==2.4
jsonschema==4.23.0
jsonschema-specifications==2024.10.1
jupyter-client==7.3.4
jupyter_core==5.5.0
jupyter-events==0.6.3
jupyter-server==1.24.0
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==2.24.0
jupyterlab_widgets==3.0.11
libmambapy==1.5.12
log-symbols==0.0.14
lxml==4.9.4
lz4==4.3.3
mamba==1.5.12
markdown-it-py==2.2.0
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mdurl==0.1.2
memray==1.10.0
menuinst==2.2.0
mistune==0.8.4
msgpack==1.0.7
multidict==6.0.5
nbclassic==1.0.0
nbclient==0.5.13
nbconvert==6.5.4
nbformat==5.9.2
nest-asyncio==1.5.8
notebook==6.5.7
notebook_shim==0.2.3
numpy==1.26.4
oauth2client==4.1.3
opencensus==0.11.3
opencensus-context==0.1.3
opentelemetry-api==1.34.1
opentelemetry-exporter-prometheus==0.55b1
opentelemetry-proto==1.27.0
opentelemetry-sdk==1.34.1
opentelemetry-semantic-conventions==0.55b1
ormsgpack==1.7.0
packaging==23.0
pandas==2.3.1
pandocfilters==1.5.0
parso==0.8.3
pathspec==0.12.1
pexpect==4.8.0
pickleshare==0.7.5
pip==24.3.1
platformdirs==3.11.0
pluggy==1.5.0
polars==1.30.0
prometheus-client==0.19.0
prompt-toolkit==3.0.41
propcache==0.3.0
proto-plus==1.26.1
protobuf==4.25.8
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.4.0
pyarrow==14.0.2
pyasn1==0.5.1
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pycurl==7.45.3
pydantic==2.10.0
pydantic_core==2.27.0
Pygments==2.18.0
pyOpenSSL==25.0.0
pyparsing==3.1.1
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.1.1
python-json-logger==2.0.7
pytz==2022.7.1
PyYAML==6.0.1
pyzmq==26.0.3
ray==2.48.0
redis==4.4.2
referencing==0.36.2
requests==2.32.3
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==13.3.2
rpds-py==0.22.3
rsa==4.7.2
ruamel.yaml==0.18.10
ruamel.yaml.clib==0.2.8
s3transfer==0.6.2
scipy==1.11.4
Send2Trash==1.8.3
setuptools==71.1.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.2
sniffio==1.3.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.46.2
tabulate==0.9.0
tensorboardX==2.6.2.2
termcolor==3.1.0
terminado==0.10.1
tinycss2==1.3.0
tornado==6.5.1
tqdm==4.67.1
traitlets==5.14.3
truststore==0.10.0
types-python-dateutil==2.9.0.20240316
typing_extensions==4.12.2
tzdata==2025.2
tzlocal==5.3.1
uri-template==1.3.0
uritemplate==4.1.1
urllib3==1.26.19
uvicorn==0.22.0
uvloop==0.21.0
virtualenv==20.29.1
watchfiles==0.19.0
wcwidth==0.2.13
webcolors==24.6.0
webencodings==0.5.1
websocket-client==1.8.0
websockets==11.0.3
wheel==0.45.1
widgetsnbextension==4.0.11
wrapt==1.17.2
y-py==0.6.2
yarl==1.18.3
ypy-websocket==0.8.4
zipp==3.19.2
zstandard==0.23.0

Conda packages

_libgcc_mutex=0.1=conda_forge
_openmp_mutex=4.5=2_gnu
archspec=0.2.5=pyhd8ed1ab_0
boltons=24.0.0=pyhd8ed1ab_1
brotli-python=1.1.0=py312h2ec8cdc_2
bzip2=1.0.8=h4bc722e_7
c-ares=1.34.4=hb9d3cd8_0
ca-certificates=2025.7.9=hbd8a1cb_0
colorama=0.4.6=pyhd8ed1ab_1
conda=24.11.3=py312h7900ff3_0
conda-libmamba-solver=24.9.0=pyhd8ed1ab_0
conda-package-handling=2.4.0=pyh7900ff3_2
conda-package-streaming=0.11.0=pyhd8ed1ab_0
distro=1.9.0=pyhd8ed1ab_1
fmt=11.0.2=h434a139_0
frozendict=2.4.6=py312h66e93f0_0
h2=4.1.0=pyhd8ed1ab_1
hpack=4.0.0=pyhd8ed1ab_1
hyperframe=6.0.1=pyhd8ed1ab_1
jsonpatch=1.33=pyhd8ed1ab_1
keyutils=1.6.1=h166bdaf_0
krb5=1.21.3=h659f571_0
ld_impl_linux-64=2.43=h712a8e2_2
libarchive=3.7.7=h4585015_3
libcurl=8.11.1=h332b0f4_0
libedit=3.1.20240808=pl5321h7949ede_0
libev=4.33=hd590300_2
libexpat=2.7.0=h5888daf_0
libffi=3.4.2=h7f98852_5
libgcc=15.1.0=h767d61c_3
libgcc-ng=15.1.0=h69a702a_3
libgomp=15.1.0=h767d61c_3
libiconv=1.17=hd590300_2
liblzma=5.8.1=hb9d3cd8_2
libmamba=1.5.12=h49b8a8d_0
libmambapy=1.5.12=py312hbaee817_0
libnghttp2=1.64.0=h161d5f1_0
libnsl=2.0.1=hd590300_0
libsolv=0.7.30=h3509ff9_0
libsqlite=3.50.2=h0c1763c_2
libssh2=1.11.1=hf672d98_0
libstdcxx=15.1.0=h8f9b012_3
libstdcxx-ng=15.1.0=h4852527_3
libuuid=2.38.1=h0b41bf4_0
libxcrypt=4.4.36=hd590300_1
libxml2=2.13.5=h0d44e9d_1
libzlib=1.3.1=hb9d3cd8_2
lz4-c=1.10.0=h5888daf_1
lzo=2.10=hd590300_1001
mamba=1.5.12=py312h9460a1c_0
menuinst=2.2.0=py312h7900ff3_0
ncurses=6.5=h2d0b736_2
openssl=3.5.1=h7b32b05_0
pip=24.3.1=pyh8b19718_2
pluggy=1.5.0=pyhd8ed1ab_1
pybind11-abi=4=hd8ed1ab_3
pycosat=0.6.6=py312h66e93f0_2
pysocks=1.7.1=pyha55dd90_7
python=3.12.9=h9e4cc4f_1_cpython
python_abi=3.12=5_cp312
readline=8.2=h8228510_1
reproc=14.2.5.post0=hb9d3cd8_0
reproc-cpp=14.2.5.post0=h5888daf_0
requests=2.32.3=pyhd8ed1ab_1
ruamel.yaml=0.18.10=py312h66e93f0_0
ruamel.yaml.clib=0.2.8=py312h66e93f0_1
tk=8.6.13=noxft_h4845f30_101
tqdm=4.67.1=pyhd8ed1ab_1
truststore=0.10.0=pyhd8ed1ab_0
wheel=0.45.1=pyhd8ed1ab_1
yaml-cpp=0.8.0=h59595ed_0
zstandard=0.23.0=py312hef9b889_1
zstd=1.5.6=ha6fb4c9_0

Debian packages

adduser=3.118ubuntu5
apt=2.4.14
autoconf=2.71-2
automake=1:1.16.5-1.3
autopoint=0.21-4ubuntu4
autotools-dev=20220109.1
base-files=12ubuntu4.7
base-passwd=3.5.52build1
bash=5.1-6ubuntu1.1
binutils=2.38-4ubuntu2.8
binutils-common=2.38-4ubuntu2.8
binutils-x86-64-linux-gnu=2.38-4ubuntu2.8
bsdextrautils=2.37.2-4ubuntu3.4
bsdutils=1:2.37.2-4ubuntu3.4
build-essential=12.9ubuntu3
bzip2=1.0.8-5build1
ca-certificates=20240203~22.04.1
check=0.15.2-2
cmake-data=3.22.1-1ubuntu1.22.04.2
coreutils=8.32-4.1ubuntu1.2
cpp=4:11.2.0-1ubuntu1
cpp-11=11.4.0-1ubuntu1~22.04
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-keyring=1.1-1
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=12.9.79-1
curl=7.81.0-1ubuntu1.20
dash=0.5.11+git20210903+057cd650a4ed-3build1
dbus=1.12.20-2ubuntu4.1
dctrl-tools=2.24-3build2
debconf=1.5.79ubuntu1
debhelper=13.6ubuntu1
debianutils=5.5-1ubuntu2
debugedit=1:5.0-4build1
devscripts=2.22.1ubuntu1
dh-autoreconf=20
dh-strip-nondeterminism=1.13.0-1
diffstat=1.64-1build2
diffutils=1:3.8-0ubuntu2
dirmngr=2.2.27-3ubuntu2.4
distro-info-data=0.52ubuntu0.9
dkms=1:3.2.1-1ubuntu2
dmidecode=3.3-3ubuntu0.2
dmsetup=2:1.02.175-2.1ubuntu5
dpkg=1.21.1ubuntu2.3
dpkg-dev=1.21.1ubuntu2.3
dput=1.1.0ubuntu2.1
dwz=0.14-1build2
dynolog=0.3.2
e2fsprogs=1.46.5-2ubuntu1.2
efa-config=1.15
efa-profile=1.5
emacsen-common=3.0.4
environment-modules=5.0.1-1
ethtool=1:5.16-1ubuntu0.2
fakeroot=1.28-1ubuntu1
file=1:5.41-3ubuntu0.1
findutils=4.8.0-1ubuntu3
g++=4:11.2.0-1ubuntu1
g++-11=11.4.0-1ubuntu1~22.04
gcc=4:11.2.0-1ubuntu1
gcc-11=11.4.0-1ubuntu1~22.04
gcc-11-base=11.4.0-1ubuntu1~22.04
gcc-12-base=12.3.0-1ubuntu1~22.04
gdb=12.1-0ubuntu1~22.04.2
gettext=0.21-4ubuntu4
gettext-base=0.21-4ubuntu4
gir1.2-glib-2.0=1.72.0-1
git=1:2.34.1-1ubuntu1.15
git-man=1:2.34.1-1ubuntu1.15
gnupg=2.2.27-3ubuntu2.4
gnupg-l10n=2.2.27-3ubuntu2.4
gnupg-utils=2.2.27-3ubuntu2.4
gnupg2=2.2.27-3ubuntu2.4
google-cloud-cli=530.0.0-0
google-cloud-cli-anthoscli=530.0.0-0
google-cloud-sdk=467.0.0-0
gpg=2.2.27-3ubuntu2.4
gpg-agent=2.2.27-3ubuntu2.4
gpg-wks-client=2.2.27-3ubuntu2.4
gpg-wks-server=2.2.27-3ubuntu2.4
gpgconf=2.2.27-3ubuntu2.4
gpgsm=2.2.27-3ubuntu2.4
gpgv=2.2.27-3ubuntu2.4
grep=3.7-1build1
groff-base=1.22.4-8build1
gzip=1.10-4ubuntu4.1
hostname=3.23ubuntu2
ibacm=46.0-1
ibverbs-providers=46.0-1
ibverbs-utils=46.0-1
infiniband-diags=46.0-1
init-system-helpers=1.62
intltool-debian=0.35.0+20060710.5
iproute2=5.15.0-1ubuntu2
iso-codes=4.9.0-1
keyutils=1.6.1-2ubuntu3
kmod=29-1ubuntu1
less=590-1ubuntu0.22.04.3
libacl1=2.3.1-1
libaliased-perl=0.34-1.1
libapparmor1=3.0.4-2ubuntu2.4
libapt-pkg-perl=0.1.40build2
libapt-pkg6.0=2.4.14
libarchive-cpio-perl=0.10-1.1
libarchive-zip-perl=1.68-1
libargon2-1=0~20171227-0.3
libarray-intspan-perl=2.004-1
libasan6=11.4.0-1ubuntu1~22.04
libassuan0=2.5.5-1build1
libatm1=1:2.5.1-4build2
libatomic1=12.3.0-1ubuntu1~22.04
libattr1=1:2.5.1-1build1
libaudit-common=1:3.0.7-1build1
libaudit1=1:3.0.7-1build1
libauthen-sasl-perl=2.1600-1.1
libb-hooks-endofscope-perl=0.25-1
libb-hooks-op-check-perl=0.22-1build5
libbabeltrace1=1.5.8-2build1
libbinutils=2.38-4ubuntu2.8
libblkid1=2.37.2-4ubuntu3.4
libboost-regex1.74.0=1.74.0-14ubuntu3
libbpf0=1:0.5.0-1ubuntu22.04.1
libbrotli1=1.0.9-2build6
libbsd0=0.11.5-1
libbz2-1.0=1.0.8-5build1
libc-bin=2.35-0ubuntu3.10
libc-dev-bin=2.35-0ubuntu3.10
libc6=2.35-0ubuntu3.10
libc6-dbg=2.35-0ubuntu3.10
libc6-dev=2.35-0ubuntu3.10
libcap-ng0=0.7.9-2.2build3
libcap2=1:2.44-1ubuntu0.22.04.2
libcap2-bin=1:2.44-1ubuntu0.22.04.2
libcapture-tiny-perl=0.48-1
libcbor0.8=0.8.0-2ubuntu1
libcc1-0=12.3.0-1ubuntu1~22.04
libclass-data-inheritable-perl=0.08-3
libclass-method-modifiers-perl=2.13-1
libclass-xsaccessor-perl=1.19-3build9
libclone-perl=0.45-1build3
libcom-err2=1.46.5-2ubuntu1.2
libcommon-sense-perl=3.75-2build1
libconfig-tiny-perl=2.28-1
libconst-fast-perl=0.014-1.1
libcontextual-return-perl=0.004014-2
libcpanel-json-xs-perl=4.27-1ubuntu0.1
libcrypt-dev=1:4.4.27-1
libcrypt1=1:4.4.27-1
libcryptsetup12=2:2.4.3-1ubuntu1.3
libctf-nobfd0=2.38-4ubuntu2.8
libctf0=2.38-4ubuntu2.8
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
libcurand-11-7=10.2.10.91-1
libcurand-dev-11-7=10.2.10.91-1
libcurl3-gnutls=7.81.0-1ubuntu1.20
libcurl4=7.81.0-1ubuntu1.20
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
libdata-dpath-perl=0.58-1
libdata-dump-perl=1.25-1
libdata-messagepack-perl=1.01-2build1
libdata-optlist-perl=0.112-1
libdata-validate-domain-perl=0.10-1.1
libdata-validate-ip-perl=0.30-1
libdata-validate-uri-perl=0.07-2
libdb5.3=5.3.28+dfsg1-0.8ubuntu3
libdbus-1-3=1.12.20-2ubuntu4.1
libdebconfclient0=0.261ubuntu1
libdebhelper-perl=13.6ubuntu1
libdebuginfod-common=0.186-1ubuntu0.1
libdebuginfod1=0.186-1ubuntu0.1
libdevel-callchecker-perl=0.008-1ubuntu4
libdevel-size-perl=0.83-1build4
libdevel-stacktrace-perl=2.0400-1
libdevmapper1.02.1=2:1.02.175-2.1ubuntu5
libdistro-info-perl=1.1ubuntu0.2
libdpkg-perl=1.21.1ubuntu2.3
libdw1=0.186-1ubuntu0.1
libdynaloader-functions-perl=0.003-1.1
libedit2=3.1-20210910-1build1
libelf1=0.186-1ubuntu0.1
libemail-address-xs-perl=1.04-1build6
libencode-locale-perl=1.05-1.1
liberror-perl=0.17029-1
libevent-core-2.1-7=2.1.12-stable-1build3
libevent-pthreads-2.1-7=2.1.12-stable-1build3
libexception-class-perl=1.45-1
libexpat1=2.4.7-1ubuntu0.6
libexporter-tiny-perl=1.002002-1
libext2fs2=1.46.5-2ubuntu1.2
libfabric-aws-bin=1.19.0amzn2.0
libfabric-aws-dev=1.19.0amzn2.0
libfabric1-aws=1.19.0amzn2.0
libfakeroot=1.28-1ubuntu1
libffi8=3.4.2-4
libfido2-1=1.10.0-1
libfile-basedir-perl=0.09-1
libfile-chdir-perl=0.1008-1.1
libfile-dirlist-perl=0.05-2
libfile-find-rule-perl=0.34-1ubuntu0.22.04.1
libfile-homedir-perl=1.006-1
libfile-listing-perl=6.14-1
libfile-stripnondeterminism-perl=1.13.0-1
libfile-touch-perl=0.12-1
libfile-which-perl=1.23-1
libfont-afm-perl=1.20-3
libfont-ttf-perl=1.06-1.1
libgcc-11-dev=11.4.0-1ubuntu1~22.04
libgcc-s1=12.3.0-1ubuntu1~22.04
libgcrypt20=1.9.4-3ubuntu3
libgdbm-compat4=1.23-1
libgdbm6=1.23-1
libgirepository-1.0-1=1.72.0-1
libgit-wrapper-perl=0.048-1
libgitlab-api-v4-perl=0.26-1
libglib2.0-0=2.72.4-0ubuntu2.5
libglib2.0-data=2.72.4-0ubuntu2.5
libgmp10=2:6.2.1+dfsg-3ubuntu1
libgnutls30=3.7.3-4ubuntu1.6
libgomp1=12.3.0-1ubuntu1~22.04
libgpg-error0=1.43-3
libgpgme11=1.16.0-1.2ubuntu4.2
libgpm2=1.20.7-10build1
libgssapi-krb5-2=1.19.2-2ubuntu0.7
libhash-fieldhash-perl=0.15-1build5
libhogweed6=3.7.3-1build2
libhtml-form-perl=6.07-1
libhtml-format-perl=2.12-1.1
libhtml-html5-entities-perl=0.004-1.1
libhtml-parser-perl=3.76-1build2
libhtml-tagset-perl=3.20-4
libhtml-tree-perl=5.07-2
libhttp-cookies-perl=6.10-1
libhttp-daemon-perl=6.13-1ubuntu0.1
libhttp-date-perl=6.05-1
libhttp-message-perl=6.36-1
libhttp-negotiate-perl=6.01-1
libhttp-tiny-multipart-perl=0.08-1.1
libhwloc-dev=2.7.0-2ubuntu1
libhwloc-plugins=2.7.0-2ubuntu1
libhwloc15=2.7.0-2ubuntu1
libibmad-dev=46.0-1
libibmad5=46.0-1
libibnetdisc-dev=46.0-1
libibnetdisc5=46.0-1
libibumad-dev=46.0-1
libibumad3=46.0-1
libibverbs-dev=46.0-1
libibverbs1=46.0-1
libicu70=70.1-2
libidn2-0=2.3.2-2build1
libimport-into-perl=1.002005-1
libio-html-perl=1.004-2
libio-interactive-perl=1.023-1
libio-prompt-tiny-perl=0.003-1
libio-prompter-perl=0.004015-1
libio-pty-perl=1:1.15-2build2
libio-socket-ssl-perl=2.074-2
libio-string-perl=1.08-3.1
libip4tc2=1.8.7-1ubuntu5.2
libipc-run-perl=20200505.0-1
libipc-run3-perl=0.048-2
libipc-system-simple-perl=1.30-1
libipt2=2.0.5-1
libisl23=0.24-2build1
libiterator-perl=0.03+ds1-1.1
libiterator-util-perl=0.02+ds1-1.1
libitm1=12.3.0-1ubuntu1~22.04
libjemalloc-dev=5.2.1-4ubuntu1
libjemalloc2=5.2.1-4ubuntu1
libjson-c5=0.15-3~ubuntu1.22.04.2
libjson-maybexs-perl=1.004003-1
libjson-perl=4.04000-1
libjson-xs-perl=4.030-1build3
libk5crypto3=1.19.2-2ubuntu0.7
libkeyutils1=1.6.1-2ubuntu3
libkmod2=29-1ubuntu1
libkrb5-3=1.19.2-2ubuntu0.7
libkrb5support0=1.19.2-2ubuntu0.7
libksba8=1.6.0-2ubuntu0.2
libldap-2.5-0=2.5.19+dfsg-0ubuntu0.22.04.1
liblist-compare-perl=0.55-1
liblist-moreutils-perl=0.430-2
liblist-moreutils-xs-perl=0.430-2build2
liblist-someutils-perl=0.58-1
liblist-someutils-xs-perl=0.58-2build3
liblist-utilsby-perl=0.11-1
liblog-any-adapter-screen-perl=0.140-2
liblog-any-perl=1.710-1
liblsan0=12.3.0-1ubuntu1~22.04
libltdl-dev=2.4.6-15build2
libltdl7=2.4.6-15build2
liblwp-mediatypes-perl=6.04-1
liblwp-protocol-https-perl=6.10-1
liblz4-1=1.9.3-2build2
liblzma5=5.2.5-2ubuntu1
liblzo2-2=2.10-2build3
libmagic-mgc=1:5.41-3ubuntu0.1
libmagic1=1:5.41-3ubuntu0.1
libmail-sendmail-perl=0.80-1.1
libmailtools-perl=2.21-1
libmarkdown2=2.2.7-2
libmath-base85-perl=0.5+dfsg-1
libmd0=1.0.4-1build1
libmnl0=1.0.4-3build2
libmodule-implementation-perl=0.09-1.1
libmodule-runtime-perl=0.016-1
libmoo-perl=2.005004-3
libmoox-aliases-perl=0.001006-1.1
libmoox-struct-perl=0.020-1
libmount1=2.37.2-4ubuntu3.4
libmouse-perl=2.5.10-1build4
libmpc3=1.2.1-2build1
libmpdec3=2.5.1-2build2
libmpfr6=4.1.0-3build3
libnamespace-autoclean-perl=0.29-1
libnamespace-clean-perl=0.27-1
libnccl-dev=2.13.4-1+cuda11.7
libnccl2=2.13.4-1+cuda11.7
libncurses6=6.3-2ubuntu0.1
libncursesw6=6.3-2ubuntu0.1
libnet-domain-tld-perl=1.75-1.1
libnet-http-perl=6.22-1
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