# Deep Learning ARM64 Base OSS Nvidia Driver GPU AMI (Ubuntu 24.04) 20260318
<a name="aws-deep-learning-ami-gpubaseossarm64-ul2404-2026-03-20"></a>

For help getting started, see [Getting started with DLAMI](getting-started.md).

##### Major Package Versions
<a name="major-package-versions-gpubaseossarm64-ul2404-2026-03-20"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200, P6e-GB300  | 
|  operating\$1system  |  Ubuntu 24.04.4 LTS  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.17.0-1009-aws  | 
|  python\$1location  |  /usr/bin/python3.12  | 
|  nvidia\$1driver  |  580.126.09  | 
|  default\$1cuda  |  /usr/local/cuda-13.0/  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.6,/usr/local/cuda-12.8,/usr/local/cuda-12.9,/usr/local/cuda-13.0  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.19.0  | 
|  dcgm\$1version  |  4.5.2  | 
|  efa\$1version  |  1.45.1  | 
|  ofi\$1nccl\$1version  |  1.17.2  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3050.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gpubaseossarm64-ul2404-2026-03-20"></a>

**Note**  
All DLAMI are scanned for vulnerabilities following AWS Best Practices. While we continuously upgrade to the latest package versions, some dependencies may require specific package downgrades to maintain compatibility. These adjustments do not impact our security posture. For information on AWS security measures, please refer to our [AWS Security Documentation ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) 

##### Added Packages
<a name="added-package-info-gpubaseossarm64-ul2404-2026-03-20"></a>


|  | 
| --- |
|  Automat-25.4.16  | 
|  Cython-3.2.4  | 
|  Flask-3.1.3  | 
|  ImageIO-2.37.3  | 
|  Incremental-24.11.0  | 
|  Jinja2-3.1.6  | 
|  MarkupSafe-3.0.3  | 
|  PyJWT-2.12.1  | 
|  PyYAML-6.0.3  | 
|  Pygments-2.19.2  | 
|  SQLAlchemy-2.0.48  | 
|  SecretStorage-3.5.0  | 
|  Send2Trash-2.1.0  | 
|  Twisted-25.5.0  | 
|  Werkzeug-3.1.6  | 
|  aiohappyeyeballs-2.6.1  | 
|  aiohttp-3.13.3  | 
|  aiosignal-1.4.0  | 
|  amqp-5.3.1  | 
|  annotated-doc-0.0.4  | 
|  annotated-types-0.7.0  | 
|  anyio-4.12.1  | 
|  argon2-cffi-25.1.0  | 
|  argon2-cffi-bindings-25.1.0  | 
|  arrow-1.4.0  | 
|  astroid-4.0.4  | 
|  asttokens-3.0.1  | 
|  async-lru-2.2.0  | 
|  attrs-25.4.0  | 
|  autocommand-2.2.2  | 
|  babel-2.18.0  | 
|  backports.tarfile-1.2.0  | 
|  beautifulsoup4-4.14.3  | 
|  billiard-4.2.4  | 
|  black-26.3.1  | 
|  bleach-6.3.0  | 
|  blinker-1.9.0  | 
|  bokeh-3.9.0  | 
|  boto-2.49.0  | 
|  boto3-1.42.70  | 
|  botocore-1.42.70  | 
|  build-1.4.0  | 
|  cattrs-26.1.0  | 
|  celery-5.6.2  | 
|  certifi-2026.2.25  | 
|  cffi-2.0.0  | 
|  charset-normalizer-3.4.6  | 
|  click-8.3.1  | 
|  click-didyoumean-0.3.1  | 
|  click-plugins-1.1.1.2  | 
|  click-repl-0.3.0  | 
|  cloudpickle-3.1.2  | 
|  comm-0.2.3  | 
|  configobj-5.0.9  | 
|  constantly-23.10.4  | 
|  contourpy-1.3.3  | 
|  coremltools-9.0  | 
|  cpplint-2.0.2  | 
|  cryptography-46.0.5  | 
|  cycler-0.12.1  | 
|  dask-2026.3.0  | 
|  debugpy-1.8.20  | 
|  decorator-5.2.1  | 
|  defusedxml-0.7.1  | 
|  dill-0.4.1  | 
|  distlib-0.4.0  | 
|  docutils-0.22.4  | 
|  entrypoints-0.4  | 
|  environment-kernels-1.2.0  | 
|  executing-2.2.1  | 
|  fastapi-0.135.1  | 
|  fastjsonschema-2.21.2  | 
|  filelock-3.25.2  | 
|  fonttools-4.62.1  | 
|  fqdn-1.5.1  | 
|  frozenlist-1.8.0  | 
|  fsspec-2026.2.0  | 
|  future-1.0.0  | 
|  graphviz-0.21  | 
|  greenlet-3.3.2  | 
|  h11-0.16.0  | 
|  html5lib-1.1  | 
|  httpcore-1.0.9  | 
|  httpx-0.28.1  | 
|  hyperlink-21.0.0  | 
|  id-1.6.1  | 
|  idna-3.11  | 
|  importlib\$1metadata-8.7.1  | 
|  iniconfig-2.3.0  | 
|  ipykernel-6.29.5  | 
|  ipython-9.11.0  | 
|  ipython-genutils-0.2.0  | 
|  ipython\$1pygments\$1lexers-1.1.1  | 
|  ipywidgets-8.1.8  | 
|  isoduration-20.11.0  | 
|  isort-8.0.1  | 
|  itsdangerous-2.2.0  | 
|  jaraco.classes-3.4.0  | 
|  jaraco.context-6.1.1  | 
|  jaraco.functools-4.4.0  | 
|  jaraco.text-4.0.0  | 
|  jeepney-0.9.0  | 
|  jmespath-1.1.0  | 
|  joblib-1.5.3  | 
|  json5-0.13.0  | 
|  jsonpointer-3.0.0  | 
|  jsonschema-4.26.0  | 
|  jsonschema-specifications-2025.9.1  | 
|  jupyter-1.1.1  | 
|  jupyter-console-6.6.3  | 
|  jupyter-events-0.12.0  | 
|  jupyter-lsp-2.3.0  | 
|  jupyter\$1client-7.4.9  | 
|  jupyter\$1core-5.9.1  | 
|  jupyter\$1server-2.17.0  | 
|  jupyter\$1server\$1terminals-0.5.4  | 
|  jupyterlab-4.5.6  | 
|  jupyterlab\$1pygments-0.3.0  | 
|  jupyterlab\$1server-2.28.0  | 
|  jupyterlab\$1widgets-3.0.16  | 
|  keyring-25.7.0  | 
|  kiwisolver-1.5.0  | 
|  kombu-5.6.2  | 
|  lark-1.3.1  | 
|  lazy-loader-0.5  | 
|  librt-0.8.1  | 
|  linux-aws-6.17-headers-6.17.0-1009-6.17.0-1009.9\$124.04.2  | 
|  linux-aws-6.17-tools-6.17.0-1009-6.17.0-1009.9\$124.04.2  | 
|  linux-headers-6.17.0-1009-aws-6.17.0-1009.9\$124.04.2  | 
|  linux-image-6.17.0-1009-aws-6.17.0-1009.9\$124.04.2  | 
|  linux-modules-6.17.0-1009-aws-6.17.0-1009.9\$124.04.2  | 
|  linux-tools-6.17.0-1009-aws-6.17.0-1009.9\$124.04.2  | 
|  llvmlite-0.46.0  | 
|  locket-1.0.0  | 
|  lustre-client-modules-6.17.0-1009-aws-2.15.6-1fsx28  | 
|  markdown-it-py-4.0.0  | 
|  matplotlib-3.10.8  | 
|  matplotlib-inline-0.2.1  | 
|  mccabe-0.7.0  | 
|  mdurl-0.1.2  | 
|  mistune-3.2.0  | 
|  more-itertools-10.8.0  | 
|  mpmath-1.3.0  | 
|  multidict-6.7.1  | 
|  mypy-1.19.1  | 
|  mypy\$1extensions-1.1.0  | 
|  narwhals-2.18.0  | 
|  nbclassic-1.3.3  | 
|  nbclient-0.10.4  | 
|  nbconvert-7.17.0  | 
|  nbformat-5.10.4  | 
|  nest-asyncio-1.6.0  | 
|  networkx-3.6.1  | 
|  nh3-0.3.3  | 
|  notebook-6.5.7  | 
|  notebook\$1shim-0.2.4  | 
|  numba-0.64.0  | 
|  numpy-2.4.3  | 
|  nvidia-ml-py-13.590.48  | 
|  opencv-python-4.13.0.92  | 
|  packaging-26.0  | 
|  pandas-3.0.1  | 
|  pandocfilters-1.5.1  | 
|  parso-0.8.6  | 
|  partd-1.4.2  | 
|  pathspec-1.0.4  | 
|  pexpect-4.9.0  | 
|  pillow-12.1.1  | 
|  pip-26.0.1  | 
|  pip-tools-7.5.3  | 
|  pipdeptree-2.31.0  | 
|  pipenv-2026.1.0  | 
|  platformdirs-4.9.4  | 
|  plotly-6.6.0  | 
|  pluggy-1.6.0  | 
|  prometheus\$1client-0.24.1  | 
|  prompt\$1toolkit-3.0.52  | 
|  propcache-0.4.1  | 
|  protobuf-7.34.0  | 
|  psutil-7.2.2  | 
|  psycopg2-binary-2.9.11  | 
|  ptyprocess-0.7.0  | 
|  pure\$1eval-0.2.3  | 
|  pyOpenSSL-26.0.0  | 
|  pyaml-26.2.1  | 
|  pycparser-3.0  | 
|  pydantic-2.12.5  | 
|  pydantic\$1core-2.41.5  | 
|  pygal-3.1.0  | 
|  pylint-4.0.5  | 
|  pyparsing-3.3.2  | 
|  pyproject\$1hooks-1.2.0  | 
|  pytest-9.0.2  | 
|  python-dateutil-2.9.0.post0  | 
|  python-discovery-1.1.3  | 
|  python-json-logger-4.0.0  | 
|  pytokens-0.4.1  | 
|  pyzmq-27.1.0  | 
|  readme\$1renderer-44.0  | 
|  redis-7.3.0  | 
|  referencing-0.37.0  | 
|  requests-2.32.5  | 
|  requests-toolbelt-1.0.0  | 
|  rfc3339-validator-0.1.4  | 
|  rfc3986-2.0.0  | 
|  rfc3986-validator-0.1.1  | 
|  rfc3987-syntax-1.1.0  | 
|  rich-14.3.3  | 
|  rpds-py-0.30.0  | 
|  s3transfer-0.16.0  | 
|  scikit-image-0.26.0  | 
|  scikit-learn-1.8.0  | 
|  scipy-1.17.1  | 
|  seaborn-0.13.2  | 
|  setuptools-82.0.1  | 
|  shap-0.51.0  | 
|  six-1.17.0  | 
|  slicer-0.0.8  | 
|  soupsieve-2.8.3  | 
|  stack-data-0.6.3  | 
|  starlette-0.52.1  | 
|  sympy-1.14.0  | 
|  terminado-0.18.1  | 
|  threadpoolctl-3.6.0  | 
|  tifffile-2026.3.3  | 
|  tinycss2-1.4.0  | 
|  tomli-2.4.0  | 
|  tomlkit-0.14.0  | 
|  toolz-1.1.0  | 
|  tornado-6.5.5  | 
|  tqdm-4.67.3  | 
|  traitlets-5.14.3  | 
|  twine-6.2.0  | 
|  typing-inspection-0.4.2  | 
|  typing\$1extensions-4.15.0  | 
|  tzdata-2025.3  | 
|  tzlocal-5.3.1  | 
|  uri-template-1.3.0  | 
|  urllib3-2.6.3  | 
|  vine-5.1.0  | 
|  virtualenv-21.2.0  | 
|  wcwidth-0.6.0  | 
|  webcolors-25.10.0  | 
|  webencodings-0.5.1  | 
|  websocket-client-1.9.0  | 
|  wheel-0.46.3  | 
|  widgetsnbextension-4.0.15  | 
|  xyzservices-2025.11.0  | 
|  yapf-0.43.0  | 
|  yarl-1.23.0  | 
|  zipp-3.23.0  | 
|  zope.interface-8.2  | 

##### Updated Packages
<a name="updated-package-info-gpubaseossarm64-ul2404-2026-03-20"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  binutils-aarch64-linux-gnu  |  2.42-4ubuntu2.8  |  2.42-4ubuntu2.10  | 
|  binutils-common  |  2.42-4ubuntu2.8  |  2.42-4ubuntu2.10  | 
|  bsdextrautils  |  2.39.3-9ubuntu6.4  |  2.39.3-9ubuntu6.5  | 
|  bsdutils  |  2.39.3-9ubuntu6.4  |  2.39.3-9ubuntu6.5  | 
|  containerd.io  |  2.2.1-1\$1ubuntu.24.04\$1noble  |  2.2.2-1\$1ubuntu.24.04\$1noble  | 
|  eject  |  2.39.3-9ubuntu6.4  |  2.39.3-9ubuntu6.5  | 
|  fdisk  |  2.39.3-9ubuntu6.4  |  2.39.3-9ubuntu6.5  | 
|  gdrcopy-tests  |  2.5.1  |  2.5.2  | 
|  gdrdrv-dkms  |  2.5.1  |  2.5.2  | 
|  inspectorssmplugin  |  1.0.443  |  1.0.455  | 
|  libbinutils  |  2.42-4ubuntu2.8  |  2.42-4ubuntu2.10  | 
|  libblkid-dev  |  2.39.3-9ubuntu6.4  |  2.39.3-9ubuntu6.5  | 
|  libblkid1  |  2.39.3-9ubuntu6.4  |  2.39.3-9ubuntu6.5  | 
|  libctf-nobfd0  |  2.42-4ubuntu2.8  |  2.42-4ubuntu2.10  | 
|  libctf0  |  2.42-4ubuntu2.8  |  2.42-4ubuntu2.10  | 
|  libcurl3t64-gnutls  |  8.5.0-2ubuntu10.7  |  8.5.0-2ubuntu10.8  | 
|  libcurl4t64  |  8.5.0-2ubuntu10.7  |  8.5.0-2ubuntu10.8  | 
|  libfdisk1  |  2.39.3-9ubuntu6.4  |  2.39.3-9ubuntu6.5  | 
|  libfreetype-dev  |  2.13.2\$1dfsg-1build3  |  2.13.2\$1dfsg-1ubuntu0.1  | 
|  libfreetype6  |  2.13.2\$1dfsg-1build3  |  2.13.2\$1dfsg-1ubuntu0.1  | 
|  libgdrapi  |  2.5.1  |  2.5.2  | 
|  libgprofng0  |  2.42-4ubuntu2.8  |  2.42-4ubuntu2.10  | 
|  libmount-dev  |  2.39.3-9ubuntu6.4  |  2.39.3-9ubuntu6.5  | 
|  libmount1  |  2.39.3-9ubuntu6.4  |  2.39.3-9ubuntu6.5  | 
|  libnftables1  |  1.0.9-1build1  |  1.0.9-1ubuntu0.1  | 
|  libnvidia-container-tools  |  1.18.2-1  |  1.19.0-1  | 
|  libnvidia-container1  |  1.18.2-1  |  1.19.0-1  | 
|  libpython3.12-dev  |  3.12.3-1ubuntu0.11  |  3.12.3-1ubuntu0.12  | 
|  libpython3.12-minimal  |  3.12.3-1ubuntu0.11  |  3.12.3-1ubuntu0.12  | 
|  libpython3.12-stdlib  |  3.12.3-1ubuntu0.11  |  3.12.3-1ubuntu0.12  | 
|  libpython3.12t64  |  3.12.3-1ubuntu0.11  |  3.12.3-1ubuntu0.12  | 
|  libsframe1  |  2.42-4ubuntu2.8  |  2.42-4ubuntu2.10  | 
|  libsmartcols1  |  2.39.3-9ubuntu6.4  |  2.39.3-9ubuntu6.5  | 
|  libssh-4  |  0.10.6-2ubuntu0.3  |  0.10.6-2ubuntu0.4  | 
|  libuuid1  |  2.39.3-9ubuntu6.4  |  2.39.3-9ubuntu6.5  | 
|  libxnvctrl0  |  590.48.01-0ubuntu1  |  595.45.04-1ubuntu1  | 
|  linux-aws  |  6.17.0-1007.7\$124.04.1  |  6.17.0-1009.9\$124.04.2  | 
|  linux-headers-aws  |  6.17.0-1007.7\$124.04.1  |  6.17.0-1009.9\$124.04.2  | 
|  linux-image-aws  |  6.17.0-1007.7\$124.04.1  |  6.17.0-1009.9\$124.04.2  | 
|  linux-libc-dev  |  6.8.0-101.101  |  6.8.0-106.106  | 
|  linux-tools-common  |  6.8.0-101.101  |  6.8.0-106.106  | 
|  mount  |  2.39.3-9ubuntu6.4  |  2.39.3-9ubuntu6.5  | 
|  nvidia-container-toolkit-base  |  1.18.2-1  |  1.19.0-1  | 
|  openssh-client  |  9.6p1-3ubuntu13.14  |  9.6p1-3ubuntu13.15  | 
|  openssh-server  |  9.6p1-3ubuntu13.14  |  9.6p1-3ubuntu13.15  | 
|  openssh-sftp-server  |  9.6p1-3ubuntu13.14  |  9.6p1-3ubuntu13.15  | 
|  python3-cryptography  |  41.0.7-4ubuntu0.1  |  41.0.7-4ubuntu0.4  | 
|  python3.12-dev  |  3.12.3-1ubuntu0.11  |  3.12.3-1ubuntu0.12  | 
|  python3.12-minimal  |  3.12.3-1ubuntu0.11  |  3.12.3-1ubuntu0.12  | 
|  python3.12-venv  |  3.12.3-1ubuntu0.11  |  3.12.3-1ubuntu0.12  | 
|  snapd  |  2.73\$1ubuntu24.04  |  2.73\$1ubuntu24.04.2  | 
|  sudo  |  1.9.15p5-3ubuntu5.24.04.1  |  1.9.15p5-3ubuntu5.24.04.2  | 
|  uuid-dev  |  2.39.3-9ubuntu6.4  |  2.39.3-9ubuntu6.5  | 
|  uuid-runtime  |  2.39.3-9ubuntu6.4  |  2.39.3-9ubuntu6.5  | 
|  vim-common  |  9.1.0016-1ubuntu7.9  |  9.1.0016-1ubuntu7.10  | 
|  vim-runtime  |  9.1.0016-1ubuntu7.9  |  9.1.0016-1ubuntu7.10  | 
|  vim-tiny  |  9.1.0016-1ubuntu7.9  |  9.1.0016-1ubuntu7.10  | 
|  xxd  |  9.1.0016-1ubuntu7.9  |  9.1.0016-1ubuntu7.10  | 

##### Removed Packages
<a name="removed-package-info-gpubaseossarm64-ul2404-2026-03-20"></a>


| Package Name | 
| --- | 
|  lustre-client-modules-6.17.0-1007-aws  |