# Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.7 (Ubuntu 22.04) 20251107
<a name="aws-deep-learning-ami-gpupt27ossarm64-ul2204-2025-11-10"></a>

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

##### Major Package Versions
<a name="major-package-versions-gpupt27ossarm64-ul2204-2025-11-10"></a>


| Package Name | Version | 
| --- | --- | 
|  framework\$1version  |  2.7  | 
|  gdr\$1copy  |  2.5  | 
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  nvidia\$1driver  |  580.95.05  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.8  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 
|  kernel\$1version  |  6.8.0-1040-aws  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.0  | 
|  dcgm\$1version  |  /bin/bash: line 1: dcgmi: command not found  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  default\$1cuda  |  /usr/local/cuda-12.8/  | 
|  compute\$1architecture  |  aarch64  | 

##### Package Changes from Previous Release
<a name="release-notes-gpupt27ossarm64-ul2204-2025-11-10"></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-gpupt27ossarm64-ul2204-2025-11-10"></a>


|  | 
| --- |
|  ImageIO-2.37.2  | 
|  annotated-doc-0.0.3  | 
|  linux-aws-6.8-headers-6.8.0-1040-6.8.0-1040.42\$122.04.1  | 
|  linux-aws-6.8-tools-6.8.0-1040-6.8.0-1040.42\$122.04.1  | 
|  linux-headers-6.8.0-1040-aws-6.8.0-1040.42\$122.04.1  | 
|  linux-image-6.8.0-1040-aws-6.8.0-1040.42\$122.04.1  | 
|  linux-modules-6.8.0-1040-aws-6.8.0-1040.42\$122.04.1  | 
|  linux-tools-6.8.0-1040-aws-6.8.0-1040.42\$122.04.1  | 
|  lustre-client-modules-6.8.0-1040-aws-2.15.6-1fsx21  | 

##### Updated Packages
<a name="updated-package-info-gpupt27ossarm64-ul2204-2025-11-10"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  amazon-cloudwatch-agent  |  1.300059.0b1207-1  |  1.300061.0b1289-1  | 
|  arrow  |  1.3.0  |  1.4.0  | 
|  attrs  |  25.3.0  |  25.4.0  | 
|  awscli  |  1.42.45  |  1.42.69  | 
|  bind9-dnsutils  |  9.18.39-0ubuntu0.22.04.1  |  9.18.39-0ubuntu0.22.04.2  | 
|  bind9-host  |  9.18.39-0ubuntu0.22.04.1  |  9.18.39-0ubuntu0.22.04.2  | 
|  bind9-libs  |  9.18.39-0ubuntu0.22.04.1  |  9.18.39-0ubuntu0.22.04.2  | 
|  binutils-aarch64-linux-gnu  |  2.38-4ubuntu2.8  |  2.38-4ubuntu2.10  | 
|  binutils-common  |  2.38-4ubuntu2.8  |  2.38-4ubuntu2.10  | 
|  bleach  |  6.2.0  |  6.3.0  | 
|  bokeh  |  3.8.0  |  3.8.1  | 
|  boto3  |  1.40.45  |  1.40.69  | 
|  botocore  |  1.40.45  |  1.40.69  | 
|  certifi  |  2025.8.3  |  2025.10.5  | 
|  charset-normalizer  |  3.4.3  |  3.4.4  | 
|  cloudpickle  |  3.1.1  |  3.1.2  | 
|  containerd.io  |  1.7.28-0\$1ubuntu.22.04\$1jammy  |  1.7.29-1\$1ubuntu.22.04\$1jammy  | 
|  cryptography  |  46.0.2  |  46.0.3  | 
|  distro-info-data  |  0.52ubuntu0.9  |  0.52ubuntu0.11  | 
|  dkms  |  3.2.1-1ubuntu2  |  3.2.2-1ubuntu1  | 
|  docker-ce-cli  |  28.5.0-1\$1ubuntu.22.04\$1jammy  |  28.5.2-1\$1ubuntu.22.04\$1jammy  | 
|  docker-ce-rootless-extras  |  28.5.0-1\$1ubuntu.22.04\$1jammy  |  28.5.2-1\$1ubuntu.22.04\$1jammy  | 
|  docker-compose-plugin  |  2.39.4-0\$1ubuntu.22.04\$1jammy  |  2.40.3-1\$1ubuntu.22.04\$1jammy  | 
|  efa  |  2.17.2-1.amzn1  |  2.17.3-1.amzn1  | 
|  fastapi  |  0.118.0  |  0.121.0  | 
|  filelock  |  3.19.1  |  3.20.0  | 
|  fsspec  |  2025.9.0  |  2025.10.0  | 
|  graphql-core  |  3.2.6  |  3.2.7  | 
|  gymnasium  |  1.2.1  |  1.2.2  | 
|  idna  |  3.10  |  3.11  | 
|  inspectorssmplugin  |  1.0.399  |  1.0.411  | 
|  ipython  |  9.6.0  |  9.7.0  | 
|  ipywidgets  |  8.1.7  |  8.1.8  | 
|  java-11-amazon-corretto-jdk  |  11.0.28.6-1  |  11.0.29.7-1  | 
|  jupyter\$1core  |  5.8.1  |  5.9.1  | 
|  jupyterlab  |  4.4.9  |  4.4.10  | 
|  jupyterlab\$1server  |  2.27.3  |  2.28.0  | 
|  jupyterlab\$1widgets  |  3.0.15  |  3.0.16  | 
|  lark  |  1.3.0  |  1.3.1  | 
|  libbinutils  |  2.38-4ubuntu2.8  |  2.38-4ubuntu2.10  | 
|  libctf-nobfd0  |  2.38-4ubuntu2.8  |  2.38-4ubuntu2.10  | 
|  libctf0  |  2.38-4ubuntu2.8  |  2.38-4ubuntu2.10  | 
|  libnccl-ofi  |  1.16.2-1  |  1.16.3-1  | 
|  libnss-systemd  |  249.11-0ubuntu3.16  |  249.11-0ubuntu3.17  | 
|  libnvidia-container-tools  |  1.17.8-1  |  1.18.0-1  | 
|  libnvidia-container1  |  1.17.8-1  |  1.18.0-1  | 
|  libpam-systemd  |  249.11-0ubuntu3.16  |  249.11-0ubuntu3.17  | 
|  libssh-4  |  0.9.6-2ubuntu0.22.04.4  |  0.9.6-2ubuntu0.22.04.5  | 
|  libsystemd0  |  249.11-0ubuntu3.16  |  249.11-0ubuntu3.17  | 
|  libudev-dev  |  249.11-0ubuntu3.16  |  249.11-0ubuntu3.17  | 
|  libudev1  |  249.11-0ubuntu3.16  |  249.11-0ubuntu3.17  | 
|  libxml2  |  2.9.13\$1dfsg-1ubuntu0.9  |  2.9.13\$1dfsg-1ubuntu0.10  | 
|  libxnvctrl0  |  580.95.05-0ubuntu1  |  580.105.08-0ubuntu1  | 
|  lintian  |  2.114.0ubuntu1.6  |  2.114.0ubuntu1.7  | 
|  linux-aws  |  6.8.0-1039.41\$122.04.1  |  6.8.0-1040.42\$122.04.1  | 
|  linux-headers-aws  |  6.8.0-1039.41\$122.04.1  |  6.8.0-1040.42\$122.04.1  | 
|  linux-image-aws  |  6.8.0-1039.41\$122.04.1  |  6.8.0-1040.42\$122.04.1  | 
|  linux-libc-dev  |  5.15.0-157.167  |  5.15.0-161.171  | 
|  linux-tools-common  |  5.15.0-157.167  |  5.15.0-161.171  | 
|  lustre-client-modules-aws  |  6.8.0-1039.41\$122.04.1  |  6.8.0-1040.42\$122.04.1  | 
|  marshmallow  |  4.0.1  |  4.1.0  | 
|  matplotlib  |  3.10.6  |  3.10.7  | 
|  matplotlib-inline  |  0.1.7  |  0.2.1  | 
|  narwhals  |  2.6.0  |  2.10.2  | 
|  nvidia-container-toolkit-base  |  1.17.8-1  |  1.18.0-1  | 
|  pillow  |  11.3.0  |  12.0.0  | 
|  pip  |  25.2  |  25.3  | 
|  psutil  |  7.1.0  |  7.1.3  | 
|  pyarrow  |  21.0.0  |  22.0.0  | 
|  pydantic  |  2.11.9  |  2.12.4  | 
|  pydantic\$1core  |  2.33.2  |  2.41.5  | 
|  python-json-logger  |  3.3.0  |  4.0.0  | 
|  referencing  |  0.36.2  |  0.37.0  | 
|  regex  |  2025.9.18  |  2025.11.3  | 
|  rich  |  14.1.0  |  14.2.0  | 
|  rpds-py  |  0.27.1  |  0.28.0  | 
|  ruamel.yaml  |  0.18.15  |  0.18.16  | 
|  sagemaker  |  2.252.0  |  2.254.1  | 
|  sagemaker-core  |  1.0.59  |  1.0.64  | 
|  schema  |  0.7.7  |  0.7.8  | 
|  scipy  |  1.16.2  |  1.16.3  | 
|  shap  |  0.48.0  |  0.49.1  | 
|  snapd  |  2.68.5\$1ubuntu22.04.1  |  2.71\$1ubuntu22.04  | 
|  sosreport  |  4.8.2-0ubuntu0\$122.04.2  |  4.9.2-0ubuntu0\$122.04.1  | 
|  starlette  |  0.48.0  |  0.49.3  | 
|  systemd-sysv  |  249.11-0ubuntu3.16  |  249.11-0ubuntu3.17  | 
|  tblib  |  3.1.0  |  3.2.1  | 
|  termcolor  |  3.1.0  |  3.2.0  | 
|  typer  |  0.19.2  |  0.20.0  | 
|  typing\$1extensions  |  4.12.2  |  4.15.0  | 
|  udev  |  249.11-0ubuntu3.16  |  249.11-0ubuntu3.17  | 
|  uvicorn  |  0.37.0  |  0.38.0  | 
|  webcolors  |  24.11.1  |  25.10.0  | 
|  websocket-client  |  1.8.0  |  1.9.0  | 
|  widgetsnbextension  |  4.0.14  |  4.0.15  | 
|  xyzservices  |  2025.4.0  |  2025.10.0  | 
|  zipp  |  3.23.0  |  3.19.2  | 

##### Removed Packages
<a name="removed-package-info-gpupt27ossarm64-ul2204-2025-11-10"></a>


| Package Name | 
| --- | 
|  imageio  | 
|  linux-aws-6.8-headers-6.8.0-1039  | 
|  linux-aws-6.8-tools-6.8.0-1039  | 
|  linux-headers-6.8.0-1039-aws  | 
|  linux-image-6.8.0-1039-aws  | 
|  linux-modules-6.8.0-1039-aws  | 
|  linux-tools-6.8.0-1039-aws  | 
|  lustre-client-modules-6.8.0-1039-aws  | 
|  types-python-dateutil  |