# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.12 (Ubuntu 24.04) 20260926
<a name="aws-deep-learning-ami-gpupt212oss-ul2404-2026-09-28"></a>

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

##### Major Package Versions
<a name="major-package-versions-gpupt212oss-ul2404-2026-09-28"></a>


|  |  | 
| --- |--- |
|  supported\_ec2\_instances  |  G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200  | 
|  operating\_system  |  Ubuntu 24.04.5 LTS  | 
|  compute\_architecture  |  x86\_64  | 
|  kernel\_version  |  7.0.0-1013-aws  | 
|  framework\_version  |  2.12  | 
|  python\_location  |  /opt/pytorch/bin/python  | 
|  nvidia\_driver  |  595.91.07  | 
|  gdr\_copy  |  2.6  | 
|  nvidia\_container\_toolkit\_version  |  1.20.1  | 
|  efa\_version  |  1.50.0  | 
|  ofi\_nccl\_version  |  1.21.1  | 
|  nvme\_location  |  /opt/dlami/nvme  | 
|  ebs\_volume\_type  |  gp3  | 
|  ssm\_agent\_version  |  3.3.4793.0  | 
|  containerd\_version  |  v2.3.6  | 

##### Package Changes from Previous Release
<a name="release-notes-gpupt212oss-ul2404-2026-09-28"></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-ul2404-2026-09-28"></a>


|  | 
| --- |
|  linux-aws-7.0-headers-7.0.0-1013-7.0.0-1013.13\~24.04.1  | 
|  linux-aws-7.0-tools-7.0.0-1013-7.0.0-1013.13\~24.04.1  | 
|  linux-headers-7.0.0-1013-aws-7.0.0-1013.13\~24.04.1  | 
|  linux-image-7.0.0-1013-aws-7.0.0-1013.13\~24.04.1  | 
|  linux-modules-7.0.0-1013-aws-7.0.0-1013.13\~24.04.1  | 
|  linux-tools-7.0.0-1013-aws-7.0.0-1013.13\~24.04.1  | 
|  lustre-client-modules-7.0.0-1013-aws-2.15.6-1fsx35  | 

##### Updated Packages
<a name="updated-package-info-gpupt212oss-ul2404-2026-09-28"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  amazon-cloudwatch-agent  |  1.300072.0b1766-1  |  1.300073.1b1859-1  | 
|  cloud-init  |  26.1  |  26.1-0ubuntu1\~24.04.1  | 
|  containerd.io  |  2.3.5-1\~ubuntu.24.04\~noble  |  2.3.6-1\~ubuntu.24.04\~noble  | 
|  cuda-bindings  |  13.4.2  |  13.4.3  | 
|  databricks-sdk  |  0.140.0  |  0.143.0  | 
|  devscripts  |  2.23.7\+ubuntu0.2  |  2.23.7ubuntu0.2  | 
|  dmidecode  |  3.5-3ubuntu0.1  |  3.5-3ubuntu0.2  | 
|  ec2-hibinit-agent  |  1.0.0  |  1.0.0-0ubuntu16.24.04.1  | 
|  filelock  |  4.0.1  |  4.0.3  | 
|  fonttools  |  4.65.0  |  4.66.0  | 
|  gir1.2-glib-2.0  |  2.80.0-6ubuntu3.8  |  2.80.0-6ubuntu3.9  | 
|  google-auth  |  2.58.0  |  2.58.1  | 
|  gpg  |  1.18.0  |  2.4.4-2ubuntu17.6  | 
|  hibagent  |  1.0.1  |  1.0.1\+git20230216.9ac1209f7-0ubuntu3  | 
|  java-21-amazon-corretto-jdk  |  21.0.12.9-1  |  21.0.12.12-1  | 
|  jupyterlab  |  4.6.3  |  4.6.4  | 
|  libapparmor1  |  4.0.1really4.0.1-0ubuntu0.24.04.7  |  4.0.1really4.0.1-0ubuntu0.24.04.8  | 
|  libaudit-common  |  3.1.2-2.1build1.1  |  3.1.2-2.1ubuntu0.1  | 
|  libaudit1  |  3.1.2-2.1build1.1  |  3.1.2-2.1ubuntu0.1  | 
|  libcurl3t64-gnutls  |  8.5.0-2ubuntu10.13  |  8.5.0-2ubuntu10.15  | 
|  libcurl4t64  |  8.5.0-2ubuntu10.13  |  8.5.0-2ubuntu10.15  | 
|  libexpat1  |  2.6.1-2ubuntu0.4  |  2.6.1-2ubuntu0.6  | 
|  libexpat1-dev  |  2.6.1-2ubuntu0.4  |  2.6.1-2ubuntu0.6  | 
|  libgirepository-2.0-0  |  2.80.0-6ubuntu3.8  |  2.80.0-6ubuntu3.9  | 
|  libglib2.0-0t64  |  2.80.0-6ubuntu3.8  |  2.80.0-6ubuntu3.9  | 
|  libglib2.0-bin  |  2.80.0-6ubuntu3.8  |  2.80.0-6ubuntu3.9  | 
|  libglib2.0-data  |  2.80.0-6ubuntu3.8  |  2.80.0-6ubuntu3.9  | 
|  libglib2.0-dev  |  2.80.0-6ubuntu3.8  |  2.80.0-6ubuntu3.9  | 
|  libglib2.0-dev-bin  |  2.80.0-6ubuntu3.8  |  2.80.0-6ubuntu3.9  | 
|  libisns0t64  |  0.101-0.3build3  |  0.101-0.3ubuntu0.1  | 
|  libnetplan1  |  1.1.2-8ubuntu1\~24.04.2  |  1.1.2-8ubuntu1\~24.04.3  | 
|  libnvidia-container-tools  |  1.20.0-1  |  1.20.1-1  | 
|  libnvidia-container1  |  1.20.0-1  |  1.20.1-1  | 
|  libpcap0.8t64  |  1.10.4-4.1ubuntu3  |  1.10.4-4.1ubuntu3.1  | 
|  libpciaccess0  |  0.17-3ubuntu0.24.04.2  |  0.17-3ubuntu0.24.04.3  | 
|  libxml2  |  2.9.14\+dfsg-1.3ubuntu3.8  |  2.9.14\+dfsg-1.3ubuntu3.9  | 
|  linux-aws  |  7.0.0-1012.12\~24.04.1  |  7.0.0-1013.13\~24.04.1  | 
|  linux-headers-aws  |  7.0.0-1012.12\~24.04.1  |  7.0.0-1013.13\~24.04.1  | 
|  linux-image-aws  |  7.0.0-1012.12\~24.04.1  |  7.0.0-1013.13\~24.04.1  | 
|  linux-libc-dev  |  6.8.0-139.139  |  6.8.0-142.142  | 
|  linux-tools-common  |  6.8.0-139.139  |  6.8.0-142.142  | 
|  mako  |  1.4.1  |  1.4.3  | 
|  multidict  |  6.9.0  |  6.9.1  | 
|  netplan-generator  |  1.1.2-8ubuntu1\~24.04.2  |  1.1.2-8ubuntu1\~24.04.3  | 
|  networkx  |  3.6.1  |  3.7  | 
|  nvidia-container-toolkit-base  |  1.20.0-1  |  1.20.1-1  | 
|  nvidia-ml-py  |  13.610.43  |  13.615.71  | 
|  opentelemetry-api  |  1.44.0  |  1.45.0  | 
|  opentelemetry-proto  |  1.44.0  |  1.45.0  | 
|  opentelemetry-sdk  |  1.44.0  |  1.45.0  | 
|  opentelemetry-semantic-conventions  |  0.65b0  |  0.66b0  | 
|  platformdirs  |  4.4.0  |  4.11.15  | 
|  python3-netplan  |  1.1.2-8ubuntu1\~24.04.2  |  1.1.2-8ubuntu1\~24.04.3  | 
|  rsyslog  |  8.2312.0-3ubuntu9.3  |  8.2312.0-3ubuntu9.4  | 
|  sagemaker  |  3.22.1  |  3.23.0  | 
|  sagemaker-core  |  2.22.1  |  2.23.0  | 
|  sagemaker-mlops  |  1.22.1  |  1.23.0  | 
|  sagemaker-serve  |  1.22.1  |  1.23.0  | 
|  sagemaker-train  |  1.22.1  |  1.23.0  | 
|  skops  |  0.15.0  |  0.16.0  | 
|  soupsieve  |  2.9.2  |  2.10  | 
|  sqlalchemy  |  2.0.54  |  2.1.1  | 
|  ssh-import-id  |  5.11  |  5.11-0ubuntu2.24.04.1  | 
|  starlette  |  1.6.0  |  1.7.0  | 
|  sudo  |  1.9.15p5-3ubuntu5.24.04.2  |  1.9.15p5-3ubuntu5.24.04.3  | 
|  ubuntu-pro-client  |  8001  |  37.2ubuntu\~24.04.1  | 
|  ufw  |  0.36.2  |  0.36.2-6  | 
|  unattended-upgrades  |  0.1  |  2.9.1\+nmu4ubuntu1  | 
|  uvicorn  |  0.53.0  |  0.54.0  | 
|  wcwidth  |  0.8.4  |  0.9.1  | 
|  zipp  |  4.1.0  |  3.23.0  | 

##### Removed Packages
<a name="removed-package-info-gpupt212oss-ul2404-2026-09-28"></a>


| Package Name | 
| --- | 
|  linux-aws-7.0-headers-7.0.0-1012  | 
|  linux-aws-7.0-tools-7.0.0-1012  | 
|  linux-headers-7.0.0-1012-aws  | 
|  linux-image-7.0.0-1012-aws  | 
|  linux-modules-7.0.0-1012-aws  | 
|  linux-tools-7.0.0-1012-aws  | 
|  lustre-client-modules-7.0.0-1012-aws  |