# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.12 (Ubuntu 24.04) 20260822
<a name="aws-deep-learning-ami-gpupt212oss-ul2404-2026-08-24"></a>

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

##### Major Package Versions
<a name="major-package-versions-gpupt212oss-ul2404-2026-08-24"></a>


|  |  | 
| --- |--- |
|  supported\_ec2\_instances  |  G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200  | 
|  operating\_system  |  Ubuntu 24.04.4 LTS  | 
|  compute\_architecture  |  x86\_64  | 
|  kernel\_version  |  6.17.0-1020-aws  | 
|  framework\_version  |  2.12  | 
|  python\_location  |  /opt/pytorch/bin/python  | 
|  nvidia\_driver  |  595.91.07  | 
|  gdr\_copy  |  2.5.2  | 
|  nvidia\_container\_toolkit\_version  |  1.20.0  | 
|  efa\_version  |  1.47.0  | 
|  ofi\_nccl\_version  |  1.18.0  | 
|  nvme\_location  |  /opt/dlami/nvme  | 
|  ebs\_volume\_type  |  gp3  | 
|  ssm\_agent\_version  |  3.3.4793.0  | 
|  containerd\_version  |  v2.3.3  | 

##### Package Changes from Previous Release
<a name="release-notes-gpupt212oss-ul2404-2026-08-24"></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-gpupt212oss-ul2404-2026-08-24"></a>


|  | 
| --- |
|  linux-aws-6.17-headers-6.17.0-1020-6.17.0-1020.20\~24.04.1  | 
|  linux-headers-6.17.0-1020-aws-6.17.0-1020.20\~24.04.1  | 
|  linux-image-6.17.0-1020-aws-6.17.0-1020.20\~24.04.1\+1  | 
|  linux-modules-6.17.0-1020-aws-6.17.0-1020.20\~24.04.1  | 
|  linux-modules-extra-6.17.0-1020-aws-6.17.0-1020.20\~24.04.1  | 
|  lustre-client-modules-6.17.0-1020-aws-2.15.6-1fsx33  | 

##### Updated Packages
<a name="updated-package-info-gpupt212oss-ul2404-2026-08-24"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  alembic  |  1.18.5  |  1.19.1  | 
|  amazon-cloudwatch-agent  |  1.300069.0b1529-1  |  1.300071.0b1720-1  | 
|  annotated-doc  |  0.0.4  |  0.0.5  | 
|  apport-core-dump-handler  |  2.28.2-0ubuntu0.1  |  2.28.3-0ubuntu0.1  | 
|  argon2-cffi-bindings  |  25.1.0  |  26.1.0  | 
|  awscli  |  1.45.56  |  1.46.0  | 
|  bind9-dnsutils  |  9.18.39-0ubuntu0.24.04.5  |  9.18.39-0ubuntu0.24.04.6  | 
|  bind9-host  |  9.18.39-0ubuntu0.24.04.5  |  9.18.39-0ubuntu0.24.04.6  | 
|  bind9-libs  |  9.18.39-0ubuntu0.24.04.5  |  9.18.39-0ubuntu0.24.04.6  | 
|  bokeh  |  3.9.1  |  3.10.0  | 
|  cffi  |  2.1.0  |  2.1.1  | 
|  charset-normalizer  |  3.4.9  |  3.5.1  | 
|  containerd.io  |  2.2.6-1\~ubuntu.24.04\~noble  |  2.3.3-1\~ubuntu.24.04\~noble  | 
|  cuda-pathfinder  |  1.6.0  |  1.6.1  | 
|  databricks-sdk  |  0.122.0  |  0.133.0  | 
|  distro-info-data  |  0.60ubuntu0.6  |  0.72-0ubuntu0.24.04.1  | 
|  docker-buildx-plugin  |  0.35.0-1\~ubuntu.24.04\~noble  |  0.36.1-1\~ubuntu.24.04\~noble  | 
|  docker-ce-cli  |  29.6.2-1\~ubuntu.24.04\~noble  |  29.7.2-1\~ubuntu.24.04\~noble  | 
|  docker-ce-rootless-extras  |  29.6.2-1\~ubuntu.24.04\~noble  |  29.7.2-1\~ubuntu.24.04\~noble  | 
|  docker-compose-plugin  |  5.3.1-1\~ubuntu.24.04\~noble  |  5.5.0-1\~ubuntu.24.04\~noble  | 
|  fastapi  |  0.140.0  |  0.141.1  | 
|  fastjsonschema  |  2.21.2  |  2.22.2  | 
|  filelock  |  3.32.0  |  3.32.3  | 
|  fsspec  |  2026.6.0  |  2026.7.0  | 
|  gevent  |  26.7.0  |  26.8.0  | 
|  gitpython  |  3.1.56  |  3.1.59  | 
|  google-auth  |  2.56.2  |  2.56.3  | 
|  gunicorn  |  26.0.0  |  26.1.0  | 
|  huey  |  3.3.0  |  3.3.4  | 
|  inspectorssmplugin  |  1.0.518  |  1.0.525  | 
|  ipython  |  9.15.0  |  9.16.1  | 
|  ipywidgets  |  8.1.8  |  8.1.9  | 
|  java-21-amazon-corretto-jdk  |  21.0.12.8-1  |  21.0.12.9-1  | 
|  jupyter\_builder  |  1.1.1  |  1.2.2  | 
|  jupyterlab  |  4.6.2  |  4.6.3  | 
|  jupyterlab\_widgets  |  3.0.16  |  3.0.17  | 
|  krb5-locales  |  1.20.1-6ubuntu2.7  |  1.20.1-6ubuntu2.8  | 
|  libc-bin  |  2.39-0ubuntu8.7  |  2.39-0ubuntu8.8  | 
|  libc-dev-bin  |  2.39-0ubuntu8.7  |  2.39-0ubuntu8.8  | 
|  libc-devtools  |  2.39-0ubuntu8.7  |  2.39-0ubuntu8.8  | 
|  libc6  |  2.39-0ubuntu8.7  |  2.39-0ubuntu8.8  | 
|  libc6-dev  |  2.39-0ubuntu8.7  |  2.39-0ubuntu8.8  | 
|  libcurl3t64-gnutls  |  8.5.0-2ubuntu10.11  |  8.5.0-2ubuntu10.12  | 
|  libcurl4t64  |  8.5.0-2ubuntu10.11  |  8.5.0-2ubuntu10.12  | 
|  libgssapi-krb5-2  |  1.20.1-6ubuntu2.7  |  1.20.1-6ubuntu2.8  | 
|  libheif-plugin-aomdec  |  1.17.6-1ubuntu4.6  |  1.17.6-1ubuntu4.7  | 
|  libheif-plugin-aomenc  |  1.17.6-1ubuntu4.6  |  1.17.6-1ubuntu4.7  | 
|  libheif1  |  1.17.6-1ubuntu4.6  |  1.17.6-1ubuntu4.7  | 
|  libk5crypto3  |  1.20.1-6ubuntu2.7  |  1.20.1-6ubuntu2.8  | 
|  libkrb5-3  |  1.20.1-6ubuntu2.7  |  1.20.1-6ubuntu2.8  | 
|  libkrb5support0  |  1.20.1-6ubuntu2.7  |  1.20.1-6ubuntu2.8  | 
|  libnss-systemd  |  255.4-1ubuntu8.16  |  255.4-1ubuntu8.17  | 
|  libnvidia-container-tools  |  1.19.1-1  |  1.20.0-1  | 
|  libnvidia-container1  |  1.19.1-1  |  1.20.0-1  | 
|  libpam-systemd  |  255.4-1ubuntu8.16  |  255.4-1ubuntu8.17  | 
|  libpython3.13  |  3.13.14-1\+noble1  |  3.13.15-1\+noble1  | 
|  libpython3.13-dev  |  3.13.14-1\+noble1  |  3.13.15-1\+noble1  | 
|  libpython3.13-stdlib  |  3.13.14-1\+noble1  |  3.13.15-1\+noble1  | 
|  libssl-dev  |  3.0.13-0ubuntu3.11  |  3.0.13-0ubuntu3.12  | 
|  libssl3t64  |  3.0.13-0ubuntu3.11  |  3.0.13-0ubuntu3.12  | 
|  libsystemd-shared  |  255.4-1ubuntu8.16  |  255.4-1ubuntu8.17  | 
|  libsystemd0  |  255.4-1ubuntu8.16  |  255.4-1ubuntu8.17  | 
|  libudev-dev  |  255.4-1ubuntu8.16  |  255.4-1ubuntu8.17  | 
|  libudev1  |  255.4-1ubuntu8.16  |  255.4-1ubuntu8.17  | 
|  libxnvctrl0  |  610.43.02-1ubuntu1  |  610.57.04-1ubuntu1  | 
|  linux-libc-dev  |  6.8.0-136.136  |  6.8.0-138.138  | 
|  linux-tools-common  |  6.8.0-136.136  |  6.8.0-138.138  | 
|  llvmlite  |  0.48.0  |  0.49.0  | 
|  locales  |  2.39-0ubuntu8.7  |  2.39-0ubuntu8.8  | 
|  lustre-client-utils  |  2.15.6-1fsx32  |  2.15.6-1fsx33  | 
|  mako  |  1.3.12  |  1.4.1  | 
|  mlflow  |  3.14.0  |  3.15.1  | 
|  mlflow-skinny  |  3.14.0  |  3.15.1  | 
|  mlflow-tracing  |  3.14.0  |  3.15.1  | 
|  narwhals  |  2.24.0  |  2.25.0  | 
|  nbformat  |  5.10.4  |  5.11.1  | 
|  numba  |  0.66.0  |  0.67.0  | 
|  nvidia-container-toolkit-base  |  1.19.1-1  |  1.20.0-1  | 
|  onnx-ir  |  0.2.1  |  1.0.0  | 
|  onnxruntime  |  1.28.0  |  1.29.0  | 
|  pip  |  26.1.2  |  26.2.1  | 
|  prompt\_toolkit  |  3.0.52  |  3.0.53  | 
|  pyarrow  |  24.0.0  |  25.0.1  | 
|  pybind11  |  3.0.4  |  3.1.0  | 
|  pygments  |  2.20.0  |  2.21.0  | 
|  python-dotenv  |  1.2.2  |  1.2.3  | 
|  python-json-logger  |  4.1.0  |  4.2.0  | 
|  python3-apport  |  2.28.2-0ubuntu0.1  |  2.28.3-0ubuntu0.1  | 
|  python3-problem-report  |  2.28.2-0ubuntu0.1  |  2.28.3-0ubuntu0.1  | 
|  python3.13-dev  |  3.13.14-1\+noble1  |  3.13.15-1\+noble1  | 
|  python3.13-venv  |  3.13.14-1\+noble1  |  3.13.15-1\+noble1  | 
|  pyzmq  |  27.1.0  |  27.2.0  | 
|  sagemaker  |  3.17.0  |  3.20.0  | 
|  sagemaker-core  |  2.17.0  |  2.20.0  | 
|  sagemaker-mlops  |  1.17.0  |  1.20.0  | 
|  sagemaker-serve  |  1.17.0  |  1.20.0  | 
|  sagemaker-train  |  1.17.0  |  1.20.0  | 
|  scipy  |  1.18.0  |  1.18.1  | 
|  snapd  |  2.76\+ubuntu24.04.1  |  2.76.3\+ubuntu24.04  | 
|  soupsieve  |  2.9.1  |  2.9.2  | 
|  sqlalchemy  |  2.0.51  |  2.0.52  | 
|  sqlparse  |  0.5.5  |  0.6.0  | 
|  starlette  |  1.3.1  |  1.6.0  | 
|  systemd-dev  |  255.4-1ubuntu8.16  |  255.4-1ubuntu8.17  | 
|  systemd-resolved  |  255.4-1ubuntu8.16  |  255.4-1ubuntu8.17  | 
|  systemd-sysv  |  255.4-1ubuntu8.16  |  255.4-1ubuntu8.17  | 
|  tornado  |  6.5.7  |  6.5.8  | 
|  tqdm  |  4.69.1  |  4.70.0  | 
|  traitlets  |  5.15.1  |  5.16.1  | 
|  tritonclient  |  2.70.0  |  2.71.0  | 
|  typing-inspection  |  0.4.2  |  0.4.4  | 
|  tzdata-legacy  |  2026b-0ubuntu0.24.04.1  |  2026c-0ubuntu0.24.04.1  | 
|  udev  |  255.4-1ubuntu8.16  |  255.4-1ubuntu8.17  | 
|  uvicorn  |  0.51.0  |  0.52.4  | 
|  vim-common  |  9.1.0016-1ubuntu7.18  |  9.1.0016-1ubuntu7.19  | 
|  vim-runtime  |  9.1.0016-1ubuntu7.18  |  9.1.0016-1ubuntu7.19  | 
|  vim-tiny  |  9.1.0016-1ubuntu7.18  |  9.1.0016-1ubuntu7.19  | 
|  webencodings  |  0.5.1  |  0.6.1  | 
|  wget  |  1.21.4-1ubuntu4.4  |  1.21.4-1ubuntu4.5  | 
|  wheel  |  0.46.3  |  0.48.0  | 
|  widgetsnbextension  |  4.0.15  |  4.0.16  | 
|  wireless-regdb  |  2025.10.07-0ubuntu1\~24.04.1  |  2026.02.04-0ubuntu1\~24.04.1  | 
|  xxd  |  9.1.0016-1ubuntu7.18  |  9.1.0016-1ubuntu7.19  | 

##### Removed Packages
<a name="removed-package-info-gpupt212oss-ul2404-2026-08-24"></a>


| Package Name | 
| --- | 
|  decorator  |