# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) 20260226
Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) 20260226

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

##### Major Package Versions



|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200  | 
|  operating\$1system  |  Ubuntu 24.04.4 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.17.0-1007-aws  | 
|  framework\$1version  |  2.9  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.126.09  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.2  | 
|  efa\$1version  |  1.44.0  | 
|  ofi\$1nccl\$1version  |  1.17.1  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3050.0  | 

##### Package Changes from Previous Release


**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



|  | 
| --- |
|  linux-aws-6.17-headers-6.17.0-1007-6.17.0-1007.7\$124.04.1  | 
|  linux-aws-6.17-tools-6.17.0-1007-6.17.0-1007.7\$124.04.1  | 
|  linux-headers-6.17.0-1007-aws-6.17.0-1007.7\$124.04.1  | 
|  linux-image-6.17.0-1007-aws-6.17.0-1007.7\$124.04.1  | 
|  linux-modules-6.17.0-1007-aws-6.17.0-1007.7\$124.04.1  | 
|  linux-modules-extra-6.17.0-1007-aws-6.17.0-1007.7\$124.04.1  | 
|  linux-tools-6.17.0-1007-aws-6.17.0-1007.7\$124.04.1  | 
|  lustre-client-modules-6.17.0-1007-aws-2.15.6-1fsx28  | 

##### Updated Packages



| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  Authlib  |  1.6.7  |  1.6.8  | 
|  Flask  |  3.1.2  |  3.1.3  | 
|  SQLAlchemy  |  2.0.46  |  2.0.47  | 
|  Werkzeug  |  3.1.5  |  3.1.6  | 
|  amazon-cloudwatch-agent  |  1.300064.0b1337-1  |  1.300064.1b1344-1  | 
|  async-lru  |  2.1.0  |  2.2.0  | 
|  awscli  |  1.44.39  |  1.44.47  | 
|  boto3  |  1.42.49  |  1.42.57  | 
|  botocore  |  1.42.49  |  1.42.57  | 
|  cachetools  |  6.2.6  |  7.0.1  | 
|  certifi  |  2026.1.4  |  2026.2.25  | 
|  cloud-init  |  25.2-0ubuntu1\$124.04.1  |  25.3-0ubuntu1\$124.04.1  | 
|  cpp-13  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  cpp-13-x86-64-linux-gnu  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  databricks-sdk  |  0.88.0  |  0.93.0  | 
|  docker-compose-plugin  |  5.0.2-1\$1ubuntu.24.04\$1noble  |  5.1.0-1\$1ubuntu.24.04\$1noble  | 
|  fastapi  |  0.129.0  |  0.133.1  | 
|  filelock  |  3.23.0  |  3.24.3  | 
|  g\$1\$1-13  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  g\$1\$1-13-x86-64-linux-gnu  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  gcc-13-base  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  gcc-13-x86-64-linux-gnu  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  gcc-14-base  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  geventhttpclient  |  2.3.7  |  2.3.8  | 
|  gfortran-13  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  gfortran-13-x86-64-linux-gnu  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  greenlet  |  3.3.1  |  3.3.2  | 
|  gunicorn  |  23.0.0  |  25.1.0  | 
|  inspectorssmplugin  |  1.0.441  |  1.0.443  | 
|  jupyterlab  |  4.5.4  |  4.5.5  | 
|  libasan8  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libatomic1  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libcc1-0  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libcurl3t64-gnutls  |  8.5.0-2ubuntu10.6  |  8.5.0-2ubuntu10.7  | 
|  libcurl4t64  |  8.5.0-2ubuntu10.6  |  8.5.0-2ubuntu10.7  | 
|  libexpat1  |  2.6.1-2ubuntu0.3  |  2.6.1-2ubuntu0.4  | 
|  libexpat1-dev  |  2.6.1-2ubuntu0.3  |  2.6.1-2ubuntu0.4  | 
|  libgcc-13-dev  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  libgcc-s1  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libgfortran-13-dev  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  libgfortran5  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libgnutls30t64  |  3.8.3-1.1ubuntu3.4  |  3.8.3-1.1ubuntu3.5  | 
|  libgomp1  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libhwasan0  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libitm1  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  liblsan0  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libquadmath0  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libssh-4  |  0.10.6-2ubuntu0.2  |  0.10.6-2ubuntu0.3  | 
|  libstdc\$1\$1-13-dev  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  libstdc\$1\$16  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libtsan2  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libubsan1  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  linux-aws  |  6.14.0-1018.18\$124.04.1  |  6.17.0-1007.7\$124.04.1  | 
|  linux-headers-aws  |  6.14.0-1018.18\$124.04.1  |  6.17.0-1007.7\$124.04.1  | 
|  linux-image-aws  |  6.14.0-1018.18\$124.04.1  |  6.17.0-1007.7\$124.04.1  | 
|  linux-libc-dev  |  6.8.0-100.100  |  6.8.0-101.101  | 
|  linux-modules-extra-aws  |  6.14.0-1018.18\$124.04.1  |  6.17.0-1007.7\$124.04.1  | 
|  linux-tools-common  |  6.8.0-100.100  |  6.8.0-101.101  | 
|  lustre-client-utils  |  2.15.6-1fsx26  |  2.15.6-1fsx28  | 
|  mlflow  |  3.9.0  |  3.10.0  | 
|  mlflow-skinny  |  3.9.0  |  3.10.0  | 
|  mlflow-tracing  |  3.9.0  |  3.10.0  | 
|  narwhals  |  2.16.0  |  2.17.0  | 
|  nltk  |  3.9.2  |  3.9.3  | 
|  numba  |  0.63.1  |  0.64.0  | 
|  onnx-ir  |  0.1.16  |  0.2.0  | 
|  onnxruntime  |  1.24.1  |  1.24.2  | 
|  packaging  |  25.0  |  26.0  | 
|  platformdirs  |  4.8.0  |  4.9.2  | 
|  pyarrow  |  22.0.0  |  23.0.1  | 
|  pybind11  |  3.0.1  |  3.0.2  | 
|  regex  |  2026.1.15  |  2026.2.19  | 
|  scipy  |  1.17.0  |  1.17.1  | 
|  systemd-hwe-hwdb  |  255.1.6  |  255.1.7  | 
|  typer  |  0.23.1  |  0.24.1  | 
|  uvicorn  |  0.40.0  |  0.41.0  | 
|  wireless-regdb  |  2025.07.10-0ubuntu1\$124.04.1  |  2025.10.07-0ubuntu1\$124.04.1  | 

##### Removed Packages



| Package Name | 
| --- | 
|  linux-aws-6.14-headers-6.14.0-1018  | 
|  linux-aws-6.14-tools-6.14.0-1018  | 
|  linux-headers-6.14.0-1018-aws  | 
|  linux-image-6.14.0-1018-aws  | 
|  linux-modules-6.14.0-1018-aws  | 
|  linux-modules-extra-6.14.0-1018-aws  | 
|  linux-tools-6.14.0-1018-aws  | 
|  lustre-client-modules-6.14.0-1018-aws  |