# Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260217
Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260217

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

##### Major Package Versions



|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  operating\$1system  |  Ubuntu 24.04.4 LTS  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.14.0-1018-aws  | 
|  framework\$1version  |  2.8  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.126.09  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.9  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.2  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3050.0  | 

##### Package Changes from Previous Release


**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



|  | 
| --- |
|  GitPython-3.1.46  | 
|  Mako-1.3.10  | 
|  PyNaCl-1.6.2  | 
|  SQLAlchemy-2.0.46  | 
|  aiohappyeyeballs-2.6.1  | 
|  aiohttp-3.13.3  | 
|  aiosignal-1.4.0  | 
|  alembic-1.18.4  | 
|  bcrypt-5.0.0  | 
|  brotli-1.2.0  | 
|  cachetools-6.2.6  | 
|  databricks-sdk-0.88.0  | 
|  deepdiff-8.6.1  | 
|  flask-cors-6.0.2  | 
|  flatbuffers-25.12.19  | 
|  frozenlist-1.8.0  | 
|  gevent-25.9.1  | 
|  geventhttpclient-2.3.7  | 
|  gitdb-4.0.12  | 
|  google-auth-2.48.0  | 
|  greenlet-3.3.1  | 
|  gunicorn-23.0.0  | 
|  huey-2.6.0  | 
|  iniconfig-2.3.0  | 
|  invoke-2.2.1  | 
|  ml\$1dtypes-0.5.4  | 
|  mlflow-3.9.0  | 
|  mlflow-skinny-3.9.0  | 
|  mlflow-tracing-3.9.0  | 
|  multidict-6.7.1  | 
|  onnx-1.20.1  | 
|  onnxruntime-1.24.1  | 
|  opentelemetry-api-1.39.1  | 
|  opentelemetry-proto-1.39.1  | 
|  opentelemetry-sdk-1.39.1  | 
|  opentelemetry-semantic-conventions-0.60b1  | 
|  orderly-set-5.5.0  | 
|  paramiko-4.0.0  | 
|  pluggy-1.6.0  | 
|  propcache-0.4.1  | 
|  pyasn1\$1modules-0.4.2  | 
|  pytest-9.0.2  | 
|  python-dotenv-1.2.1  | 
|  python-rapidjson-1.23  | 
|  sagemaker-mlflow-0.2.0  | 
|  sagemaker-mlops-1.4.1  | 
|  sagemaker-schema-inference-artifacts-0.0.5  | 
|  sagemaker-serve-1.4.1  | 
|  sagemaker-train-1.4.1  | 
|  skops-0.13.0  | 
|  smmap-5.0.2  | 
|  sqlparse-0.5.5  | 
|  tritonclient-2.65.0  | 
|  yarl-1.22.0  | 
|  zope.event-6.1  | 
|  zope.interface-8.2  | 

##### Updated Packages



| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  Authlib  |  1.6.6  |  1.6.8  | 
|  amazon-cloudwatch-agent  |  1.300063.0b1323-1  |  1.300064.0b1337-1  | 
|  awscli  |  1.44.25  |  1.44.40  | 
|  babel  |  2.17.0  |  2.18.0  | 
|  boto3  |  1.42.35  |  1.42.50  | 
|  botocore  |  1.42.35  |  1.42.50  | 
|  cpp-13  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  cpp-13-aarch64-linux-gnu  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  cryptography  |  46.0.3  |  46.0.5  | 
|  debugpy  |  1.8.19  |  1.8.20  | 
|  devscripts  |  2.23.7  |  2.23.7ubuntu0.1  | 
|  docker-buildx-plugin  |  0.30.1-1\$1ubuntu.24.04\$1noble  |  0.31.1-1\$1ubuntu.24.04\$1noble  | 
|  docker-ce-cli  |  29.2.0-1\$1ubuntu.24.04\$1noble  |  29.2.1-1\$1ubuntu.24.04\$1noble  | 
|  docker-ce-rootless-extras  |  29.2.0-1\$1ubuntu.24.04\$1noble  |  29.2.1-1\$1ubuntu.24.04\$1noble  | 
|  fastapi  |  0.128.0  |  0.129.0  | 
|  filelock  |  3.20.3  |  3.24.2  | 
|  fsspec  |  2026.1.0  |  2026.2.0  | 
|  g\$1\$1-13  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  g\$1\$1-13-aarch64-linux-gnu  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  gcc-13-aarch64-linux-gnu  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  gcc-13-base  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  gcc-14-base  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  gfortran-13  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  gfortran-13-aarch64-linux-gnu  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  gir1.2-glib-2.0  |  2.80.0-6ubuntu3.7  |  2.80.0-6ubuntu3.8  | 
|  inetutils-telnet  |  2.5-3ubuntu4  |  2.5-3ubuntu4.1  | 
|  initramfs-tools-bin  |  0.142ubuntu25.5  |  0.142ubuntu25.8  | 
|  initramfs-tools-core  |  0.142ubuntu25.5  |  0.142ubuntu25.8  | 
|  inspectorssmplugin  |  1.0.434  |  1.0.441  | 
|  ipython  |  9.9.0  |  9.10.0  | 
|  jupyterlab  |  4.5.3  |  4.5.4  | 
|  libasan8  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libatomic1  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libc-bin  |  2.39-0ubuntu8.6  |  2.39-0ubuntu8.7  | 
|  libc-dev-bin  |  2.39-0ubuntu8.6  |  2.39-0ubuntu8.7  | 
|  libc-devtools  |  2.39-0ubuntu8.6  |  2.39-0ubuntu8.7  | 
|  libc6  |  2.39-0ubuntu8.6  |  2.39-0ubuntu8.7  | 
|  libc6-dev  |  2.39-0ubuntu8.6  |  2.39-0ubuntu8.7  | 
|  libcc1-0  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libdrm-common  |  2.4.122-1\$1ubuntu0.24.04.2  |  2.4.125-1ubuntu0.1\$124.04.1  | 
|  libdrm2  |  2.4.122-1\$1ubuntu0.24.04.2  |  2.4.125-1ubuntu0.1\$124.04.1  | 
|  libexpat1  |  2.6.1-2ubuntu0.3  |  2.6.1-2ubuntu0.4  | 
|  libexpat1-dev  |  2.6.1-2ubuntu0.3  |  2.6.1-2ubuntu0.4  | 
|  libfwupd2  |  1.9.31-0ubuntu1\$124.04.1  |  1.9.33-0ubuntu1\$124.04.1ubuntu1  | 
|  libgcc-13-dev  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  libgcc-s1  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libgfortran-13-dev  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  libgfortran5  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libgirepository-2.0-0  |  2.80.0-6ubuntu3.7  |  2.80.0-6ubuntu3.8  | 
|  libglib2.0-0t64  |  2.80.0-6ubuntu3.7  |  2.80.0-6ubuntu3.8  | 
|  libglib2.0-bin  |  2.80.0-6ubuntu3.7  |  2.80.0-6ubuntu3.8  | 
|  libglib2.0-data  |  2.80.0-6ubuntu3.7  |  2.80.0-6ubuntu3.8  | 
|  libglib2.0-dev  |  2.80.0-6ubuntu3.7  |  2.80.0-6ubuntu3.8  | 
|  libglib2.0-dev-bin  |  2.80.0-6ubuntu3.7  |  2.80.0-6ubuntu3.8  | 
|  libgnutls30t64  |  3.8.3-1.1ubuntu3.4  |  3.8.3-1.1ubuntu3.5  | 
|  libgomp1  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libhwasan0  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libitm1  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libldap-common  |  2.6.7\$1dfsg-1\$1exp1ubuntu8.2  |  2.6.10\$1dfsg-0ubuntu0.24.04.1  | 
|  libldap2  |  2.6.7\$1dfsg-1\$1exp1ubuntu8.2  |  2.6.10\$1dfsg-0ubuntu0.24.04.1  | 
|  liblsan0  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libmysqlclient21  |  8.0.44-0ubuntu0.24.04.2  |  8.0.45-0ubuntu0.24.04.1  | 
|  libnuma1  |  2.0.18-1build1  |  2.0.18-1ubuntu0.24.04.1  | 
|  libpng-dev  |  1.6.43-5ubuntu0.3  |  1.6.43-5ubuntu0.5  | 
|  libpng-tools  |  1.6.43-5ubuntu0.3  |  1.6.43-5ubuntu0.5  | 
|  libpng16-16t64  |  1.6.43-5ubuntu0.3  |  1.6.43-5ubuntu0.5  | 
|  libpython3.12-dev  |  3.12.3-1ubuntu0.10  |  3.12.3-1ubuntu0.11  | 
|  libpython3.12-minimal  |  3.12.3-1ubuntu0.10  |  3.12.3-1ubuntu0.11  | 
|  libpython3.12-stdlib  |  3.12.3-1ubuntu0.10  |  3.12.3-1ubuntu0.11  | 
|  libpython3.12t64  |  3.12.3-1ubuntu0.10  |  3.12.3-1ubuntu0.11  | 
|  libssl-dev  |  3.0.13-0ubuntu3.6  |  3.0.13-0ubuntu3.7  | 
|  libssl3t64  |  3.0.13-0ubuntu3.6  |  3.0.13-0ubuntu3.7  | 
|  libstdc\$1\$1-13-dev  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  libstdc\$1\$16  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libtsan2  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libubsan1  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  linux-libc-dev  |  6.8.0-90.91  |  6.8.0-100.100  | 
|  linux-tools-common  |  6.8.0-90.91  |  6.8.0-100.100  | 
|  locales  |  2.39-0ubuntu8.6  |  2.39-0ubuntu8.7  | 
|  lustre-client-modules-6.14.0-1018-aws  |  2.15.6-1fsx25  |  2.15.6-1fsx26  | 
|  lustre-client-utils  |  2.15.6-1fsx25  |  2.15.6-1fsx26  | 
|  marshmallow  |  4.2.1  |  4.2.2  | 
|  motd-news-config  |  13ubuntu10.3  |  13ubuntu10.4  | 
|  narwhals  |  2.15.0  |  2.16.0  | 
|  nbconvert  |  7.16.6  |  7.17.0  | 
|  packaging  |  24.2  |  25.0  | 
|  pandas  |  3.0.0  |  2.3.3  | 
|  parso  |  0.8.5  |  0.8.6  | 
|  pillow  |  12.1.0  |  12.1.1  | 
|  pip  |  25.3  |  26.0.1  | 
|  platformdirs  |  4.4.0  |  4.9.2  | 
|  protobuf  |  6.31.1  |  6.33.5  | 
|  psutil  |  7.2.1  |  7.2.2  | 
|  pyarrow  |  23.0.0  |  22.0.0  | 
|  python-apt-common  |  2.7.7ubuntu5.1  |  2.7.7ubuntu5.2  | 
|  python3-apt  |  2.7.7ubuntu5.1  |  2.7.7ubuntu5.2  | 
|  python3-distupgrade  |  24.04.27  |  24.04.28  | 
|  python3.12-dev  |  3.12.3-1ubuntu0.10  |  3.12.3-1ubuntu0.11  | 
|  python3.12-minimal  |  3.12.3-1ubuntu0.10  |  3.12.3-1ubuntu0.11  | 
|  python3.12-venv  |  3.12.3-1ubuntu0.10  |  3.12.3-1ubuntu0.11  | 
|  rich  |  14.3.1  |  13.9.4  | 
|  sagemaker  |  2.256.1  |  3.4.1  | 
|  sagemaker-core  |  1.0.74  |  2.4.1  | 
|  setuptools  |  80.10.2  |  81.0.0  | 
|  starlette  |  0.50.0  |  0.52.1  | 
|  telnet  |  2.5-3ubuntu4  |  2.5-3ubuntu4.1  | 
|  tenacity  |  9.1.2  |  9.1.4  | 
|  tqdm  |  4.67.1  |  4.67.3  | 
|  typer  |  0.21.1  |  0.24.0  | 
|  ubuntu-release-upgrader-core  |  24.04.27  |  24.04.28  | 
|  uvicorn  |  0.40.0  |  0.41.0  | 
|  wcwidth  |  0.4.0  |  0.6.0  | 

##### Removed Packages



| Package Name | 
| --- | 
|  google-pasta  | 
|  multiprocess  | 
|  pathos  | 
|  pox  | 
|  ppft  |