# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20260308
<a name="aws-deep-learning-ami-gpupt27oss-ul2204-2026-03-12"></a>

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

##### Major Package Versions
<a name="major-package-versions-gpupt27oss-ul2204-2026-03-12"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.8.0-1047-aws  | 
|  framework\$1version  |  2.7  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.126.09  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.8  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.2  | 
|  efa\$1version  |  1.45.0  | 
|  ofi\$1nccl\$1version  |  1.17.2  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3050.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gpupt27oss-ul2204-2026-03-12"></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-gpupt27oss-ul2204-2026-03-12"></a>


|  | 
| --- |
|  linux-aws-6.8-headers-6.8.0-1047-6.8.0-1047.50\$122.04.1  | 
|  linux-aws-6.8-tools-6.8.0-1047-6.8.0-1047.50\$122.04.1  | 
|  linux-headers-6.8.0-1047-aws-6.8.0-1047.50\$122.04.1  | 
|  linux-image-6.8.0-1047-aws-6.8.0-1047.50\$122.04.1  | 
|  linux-modules-6.8.0-1047-aws-6.8.0-1047.50\$122.04.1  | 
|  linux-modules-extra-6.8.0-1047-aws-6.8.0-1047.50\$122.04.1  | 
|  linux-tools-6.8.0-1047-aws-6.8.0-1047.50\$122.04.1  | 
|  lustre-client-modules-6.8.0-1047-aws-2.15.6-1fsx28  | 

##### Updated Packages
<a name="updated-package-info-gpupt27oss-ul2204-2026-03-12"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  Authlib  |  1.6.8  |  1.6.9  | 
|  SQLAlchemy  |  2.0.46  |  2.0.48  | 
|  amazon-cloudwatch-agent  |  1.300064.0b1337-1  |  1.300064.1b1344-1  | 
|  awscli  |  1.44.44  |  1.44.53  | 
|  boto3  |  1.42.54  |  1.42.63  | 
|  botocore  |  1.42.54  |  1.42.63  | 
|  cachetools  |  7.0.1  |  7.0.3  | 
|  certifi  |  2026.1.4  |  2026.2.25  | 
|  charset-normalizer  |  3.4.4  |  3.4.5  | 
|  cpp-12  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  databricks-sdk  |  0.91.0  |  0.96.0  | 
|  docker-ce-cli  |  29.2.1-1\$1ubuntu.22.04\$1jammy  |  29.3.0-1\$1ubuntu.22.04\$1jammy  | 
|  docker-ce-rootless-extras  |  29.2.1-1\$1ubuntu.22.04\$1jammy  |  29.3.0-1\$1ubuntu.22.04\$1jammy  | 
|  docker-compose-plugin  |  5.0.2-1\$1ubuntu.22.04\$1jammy  |  5.1.0-1\$1ubuntu.22.04\$1jammy  | 
|  fastapi  |  0.129.2  |  0.135.1  | 
|  filelock  |  3.24.3  |  3.25.0  | 
|  gcc-12-base  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  geventhttpclient  |  2.3.7  |  2.3.9  | 
|  git-man  |  2.34.1-1ubuntu1.15  |  2.34.1-1ubuntu1.17  | 
|  google-auth  |  2.48.0  |  2.49.0  | 
|  graphql-core  |  3.2.7  |  3.2.8  | 
|  inspectorssmplugin  |  1.0.441  |  1.0.443  | 
|  intel-microcode  |  3.20250812.0ubuntu0.22.04.1  |  3.20260210.0ubuntu0.22.04.1  | 
|  ipython  |  9.10.0  |  9.11.0  | 
|  jupyterlab  |  4.5.4  |  4.5.5  | 
|  libasan8  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  libatomic1  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  libcc1-0  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  libcurl3-gnutls  |  7.81.0-1ubuntu1.21  |  7.81.0-1ubuntu1.22  | 
|  libcurl4  |  7.81.0-1ubuntu1.21  |  7.81.0-1ubuntu1.22  | 
|  libgcc-12-dev  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  libgcc-s1  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  libgfortran5  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  libgomp1  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  libitm1  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  liblsan0  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  libnss3  |  3.98-0ubuntu0.22.04.2  |  3.98-0ubuntu0.22.04.3  | 
|  libquadmath0  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  libstdc\$1\$16  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  libtsan2  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  libubsan1  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  linux-aws  |  6.8.0-1046.49\$122.04.1  |  6.8.0-1047.50\$122.04.1  | 
|  linux-headers-aws  |  6.8.0-1046.49\$122.04.1  |  6.8.0-1047.50\$122.04.1  | 
|  linux-image-aws  |  6.8.0-1046.49\$122.04.1  |  6.8.0-1047.50\$122.04.1  | 
|  linux-libc-dev  |  5.15.0-170.180  |  5.15.0-171.181  | 
|  linux-modules-extra-aws  |  6.8.0-1046.49\$122.04.1  |  6.8.0-1047.50\$122.04.1  | 
|  linux-tools-common  |  5.15.0-170.180  |  5.15.0-171.181  | 
|  lustre-client-utils  |  2.15.6-1fsx26  |  2.15.6-1fsx28  | 
|  mlflow  |  3.10.0  |  3.10.1  | 
|  mlflow-skinny  |  3.10.0  |  3.10.1  | 
|  mlflow-tracing  |  3.10.0  |  3.10.1  | 
|  narwhals  |  2.16.0  |  2.17.0  | 
|  nltk  |  3.9.2  |  3.9.3  | 
|  onnx-ir  |  0.1.16  |  0.2.0  | 
|  onnxruntime  |  1.24.2  |  1.24.3  | 
|  opentelemetry-api  |  1.39.1  |  1.40.0  | 
|  opentelemetry-proto  |  1.39.1  |  1.40.0  | 
|  opentelemetry-sdk  |  1.39.1  |  1.40.0  | 
|  opentelemetry-semantic-conventions  |  0.60b1  |  0.61b0  | 
|  platformdirs  |  4.4.0  |  4.9.4  | 
|  python-dotenv  |  1.2.1  |  1.2.2  | 
|  pytz  |  2025.2  |  2026.1.post1  | 
|  regex  |  2026.2.19  |  2026.2.28  | 
|  sagemaker  |  3.4.1  |  3.5.0  | 
|  sagemaker-core  |  2.4.1  |  2.5.0  | 
|  sagemaker-mlops  |  1.4.1  |  1.5.0  | 
|  sagemaker-serve  |  1.4.1  |  1.5.0  | 
|  sagemaker-train  |  1.4.1  |  1.5.0  | 
|  scipy  |  1.17.0  |  1.17.1  | 
|  sosreport  |  4.9.2-0ubuntu0\$122.04.1  |  4.10.2-0ubuntu0\$122.04.1  | 
|  tabulate  |  0.9.0  |  0.10.0  | 
|  tritonclient  |  2.65.0  |  2.66.0  | 
|  wireless-regdb  |  2025.07.10-0ubuntu1\$122.04.1  |  2025.10.07-0ubuntu1\$122.04.1  | 
|  yarl  |  1.22.0  |  1.23.0  | 

##### Removed Packages
<a name="removed-package-info-gpupt27oss-ul2204-2026-03-12"></a>


| Package Name | 
| --- | 
|  linux-modules-extra-6.8.0-1046-aws  | 
|  lustre-client-modules-6.8.0-1046-aws  |