# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.12 (Amazon Linux 2023) 20260808
<a name="aws-deep-learning-ami-gpupt212oss-al2023-2026-08-10"></a>

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

##### Major Package Versions
<a name="major-package-versions-gpupt212oss-al2023-2026-08-10"></a>


|  |  | 
| --- |--- |
|  supported\_ec2\_instances  |  G4dn, G5, G6, Gr6, Gr6f, G6e, G6f, P4, P4de, P5, P5e, P5en, P6-B200  | 
|  operating\_system  |  Amazon Linux 2023.12.20260803  | 
|  compute\_architecture  |  x86\_64  | 
|  kernel\_version  |  6.12.95-124.187.amzn2023.x86\_64  | 
|  framework\_version  |  2.12  | 
|  python\_location  |  /opt/pytorch/bin/python  | 
|  nvidia\_driver  |  595.91.07  | 
|  gdr\_copy  |  2.5.2  | 
|  nvidia\_container\_toolkit\_version  |  1.19.1  | 
|  efa\_version  |  1.47.0  | 
|  ofi\_nccl\_version  |  1.18.0  | 
|  ebs\_volume\_type  |  gp3  | 
|  ssm\_agent\_version  |  3.3.4624.0  | 
|  containerd\_version  |  2.2.5\+unknown  | 

##### Package Changes from Previous Release
<a name="release-notes-gpupt212oss-al2023-2026-08-10"></a>

**Note**  
All DLAMI are scanned for vulnerabilities following Amazon 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 Amazon security measures, please refer to our [Amazon Security Documentation ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) 

##### Added Packages
<a name="added-package-info-gpupt212oss-al2023-2026-08-10"></a>


|  | 
| --- |
|  kernel-livepatch-6.12.95-124.187-1.0-0.amzn2023  | 

##### Updated Packages
<a name="updated-package-info-gpupt212oss-al2023-2026-08-10"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  alembic  |  1.18.5  |  1.19.0  | 
|  amazon-cloudwatch-agent  |  1.300067.1-1.amzn2023  |  1.300069.1-1.amzn2023  | 
|  amazon-linux-repo-s3  |  2023.12.20260727-0.amzn2023  |  2023.12.20260803-0.amzn2023  | 
|  awscli  |  1.45.62  |  1.46.0  | 
|  bind-libs  |  9.18.50-1.amzn2023.0.1  |  9.18.50-1.amzn2023.0.2  | 
|  bind-license  |  9.18.50-1.amzn2023.0.1  |  9.18.50-1.amzn2023.0.2  | 
|  bind-utils  |  9.18.50-1.amzn2023.0.1  |  9.18.50-1.amzn2023.0.2  | 
|  boto3  |  1.43.62  |  1.43.67  | 
|  botocore  |  1.43.62  |  1.43.67  | 
|  crypto-policies  |  20260224-1.gitea0f072.amzn2023.0.4  |  20260224-1.gitea0f072.amzn2023.0.6  | 
|  crypto-policies-scripts  |  20260224-1.gitea0f072.amzn2023.0.4  |  20260224-1.gitea0f072.amzn2023.0.6  | 
|  databricks-sdk  |  0.123.0  |  0.125.0  | 
|  dnf-plugin-support-info  |  2.0.0-1.amzn2023  |  2.0.0-231.amzn2023  | 
|  gawk  |  5.1.0-3.amzn2023.0.3  |  5.1.0-3.amzn2023.0.4  | 
|  gitpython  |  3.1.57  |  3.1.58  | 
|  glib2  |  2.82.2-770.amzn2023  |  2.82.2-771.amzn2023  | 
|  google-auth  |  2.56.2  |  2.56.3  | 
|  huey  |  3.3.2  |  3.3.4  | 
|  inspectorssmplugin  |  1.0.518-1  |  1.0.519-1  | 
|  ipython  |  9.16.0  |  9.16.1  | 
|  java-17-amazon-corretto-headless  |  17.0.19\+10-1.amzn2023.1  |  17.0.20\+8-1.amzn2023.1  | 
|  jbig2dec-libs  |  0.19-4.amzn2023.0.2  |  0.19-4.amzn2023.0.3  | 
|  jupyter\_builder  |  1.2.1  |  1.2.2  | 
|  kernel-livepatch-repo-s3  |  2023.12.20260727-0.amzn2023  |  2023.12.20260803-0.amzn2023  | 
|  kernel6.12  |  6.12.94-123.192.amzn2023  |  6.12.95-124.187.amzn2023  | 
|  kernel6.12-devel  |  6.12.94-123.192.amzn2023  |  6.12.95-124.187.amzn2023  | 
|  kernel6.12-headers  |  6.12.94-123.192.amzn2023  |  6.12.95-124.187.amzn2023  | 
|  kernel6.12-modules-extra  |  6.12.94-123.192.amzn2023  |  6.12.95-124.187.amzn2023  | 
|  kernel6.12-modules-extra-common  |  6.12.94-123.192.amzn2023  |  6.12.95-124.187.amzn2023  | 
|  kernel6.12-tools  |  6.12.94-123.192.amzn2023  |  6.12.95-124.187.amzn2023  | 
|  libxml2  |  2.10.4-1.amzn2023.0.19  |  2.10.4-1.amzn2023.0.20  | 
|  libxml2-devel  |  2.10.4-1.amzn2023.0.19  |  2.10.4-1.amzn2023.0.20  | 
|  mako  |  1.3.12  |  1.4.1  | 
|  mlflow  |  3.15.0  |  3.15.1  | 
|  mlflow-skinny  |  3.15.0  |  3.15.1  | 
|  mlflow-tracing  |  3.15.0  |  3.15.1  | 
|  nbformat  |  5.10.4  |  5.11.0  | 
|  nvidia-fabricmanager  |  595.71.05-1.el9  |  595.91.07-1.el9  | 
|  openssh  |  8.7p1-8.amzn2023.0.18  |  9.9p1-10.amzn2023.0.1  | 
|  openssh-clients  |  8.7p1-8.amzn2023.0.18  |  9.9p1-10.amzn2023.0.1  | 
|  openssh-server  |  8.7p1-8.amzn2023.0.18  |  9.9p1-10.amzn2023.0.1  | 
|  openssl  |  3.5.5-1.amzn2023.0.5  |  3.5.7-2.amzn2023.0.1  | 
|  openssl-devel  |  3.5.5-1.amzn2023.0.5  |  3.5.7-2.amzn2023.0.1  | 
|  openssl-fips-provider-latest  |  3.5.5-1.amzn2023.0.5  |  3.5.7-2.amzn2023.0.1  | 
|  openssl-libs  |  3.5.5-1.amzn2023.0.5  |  3.5.7-2.amzn2023.0.1  | 
|  pipewire  |  1.2.7-4.amzn2023.0.4  |  1.2.7-4.amzn2023.0.5  | 
|  pipewire-alsa  |  1.2.7-4.amzn2023.0.4  |  1.2.7-4.amzn2023.0.5  | 
|  pipewire-jack-audio-connection-kit  |  1.2.7-4.amzn2023.0.4  |  1.2.7-4.amzn2023.0.5  | 
|  pipewire-jack-audio-connection-kit-libs  |  1.2.7-4.amzn2023.0.4  |  1.2.7-4.amzn2023.0.5  | 
|  pipewire-libs  |  1.2.7-4.amzn2023.0.4  |  1.2.7-4.amzn2023.0.5  | 
|  pipewire-pulseaudio  |  1.2.7-4.amzn2023.0.4  |  1.2.7-4.amzn2023.0.5  | 
|  pybind11  |  3.0.4  |  3.1.0  | 
|  python3  |  3.9.25-1.amzn2023.0.8  |  3.9.25-1.amzn2023.0.9  | 
|  python3-libs  |  3.9.25-1.amzn2023.0.8  |  3.9.25-1.amzn2023.0.9  | 
|  python3-rpm  |  4.16.1.3-29.amzn2023.0.6  |  4.16.1.3-29.amzn2023.0.7  | 
|  python3.13  |  3.13.14-1.amzn2023.0.2  |  3.13.14-1.amzn2023.0.3  | 
|  python3.13-devel  |  3.13.14-1.amzn2023.0.2  |  3.13.14-1.amzn2023.0.3  | 
|  python3.13-libs  |  3.13.14-1.amzn2023.0.2  |  3.13.14-1.amzn2023.0.3  | 
|  rpm  |  4.16.1.3-29.amzn2023.0.6  |  4.16.1.3-29.amzn2023.0.7  | 
|  rpm-build  |  4.16.1.3-29.amzn2023.0.6  |  4.16.1.3-29.amzn2023.0.7  | 
|  rpm-build-libs  |  4.16.1.3-29.amzn2023.0.6  |  4.16.1.3-29.amzn2023.0.7  | 
|  rpm-libs  |  4.16.1.3-29.amzn2023.0.6  |  4.16.1.3-29.amzn2023.0.7  | 
|  rpm-plugin-selinux  |  4.16.1.3-29.amzn2023.0.6  |  4.16.1.3-29.amzn2023.0.7  | 
|  rpm-plugin-systemd-inhibit  |  4.16.1.3-29.amzn2023.0.6  |  4.16.1.3-29.amzn2023.0.7  | 
|  rpm-sign  |  4.16.1.3-29.amzn2023.0.6  |  4.16.1.3-29.amzn2023.0.7  | 
|  rpm-sign-libs  |  4.16.1.3-29.amzn2023.0.6  |  4.16.1.3-29.amzn2023.0.7  | 
|  soupsieve  |  2.9.1  |  2.9.2  | 
|  starlette  |  1.3.1  |  1.5.0  | 
|  system-release  |  2023.12.20260727-0.amzn2023  |  2023.12.20260803-0.amzn2023  | 
|  tornado  |  6.5.7  |  6.5.8  | 
|  traitlets  |  5.16.0  |  5.16.1  | 
|  uvicorn  |  0.52.0  |  0.52.1  | 
|  vim-common  |  9.2.725-1.amzn2023.0.1  |  9.2.780-1.amzn2023.0.1  | 
|  vim-data  |  9.2.725-1.amzn2023.0.1  |  9.2.780-1.amzn2023.0.1  | 
|  vim-enhanced  |  9.2.725-1.amzn2023.0.1  |  9.2.780-1.amzn2023.0.1  | 
|  vim-filesystem  |  9.2.725-1.amzn2023.0.1  |  9.2.780-1.amzn2023.0.1  | 
|  vim-minimal  |  9.2.725-1.amzn2023.0.1  |  9.2.780-1.amzn2023.0.1  | 
|  xxd  |  9.2.725-1.amzn2023.0.1  |  9.2.780-1.amzn2023.0.1  | 
|  zipp  |  3.23.0  |  4.1.0  | 

##### Removed Packages
<a name="removed-package-info-gpupt212oss-al2023-2026-08-10"></a>


| Package Name | 
| --- | 
|  kernel-livepatch-6.12.94-123.192  |