# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Amazon Linux 2023) 20251103
<a name="aws-deep-learning-ami-gpupt27oss-al2023-2025-11-10"></a>

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

##### Major Package Versions
<a name="major-package-versions-gpupt27oss-al2023-2025-11-10"></a>


| Package Name | Version | 
| --- | --- | 
|  framework\_version  |  2.7  | 
|  gdr\_copy  |  2.5.1  | 
|  supported\_ec2\_instances  |  G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200  | 
|  efa\_version  |  1.43.3  | 
|  ebs\_volume\_type  |  gp3  | 
|  nvidia\_driver  |  580.95.05  | 
|  python\_location  |  /opt/pytorch/bin/python  | 
|  nvidia\_cuda\_stack  |  /usr/local/cuda-12.8  | 
|  ssm\_agent\_version  |  3.3.3050.0  | 
|  kernel\_version  |  6.1.156-177.286.amzn2023.x86\_64  | 
|  nvidia\_container\_toolkit\_version  |  1.18.0  | 
|  dcgm\_version  |  /bin/bash: line 1: dcgmi: command not found  | 
|  ofi\_nccl\_version  |  1.16.3  | 
|  operating\_system  |  Amazon Linux 2023.9.20251027  | 
|  default\_cuda  |  /usr/local/cuda-12.8/  | 
|  compute\_architecture  |  x86\_64  | 

##### Package Changes from Previous Release
<a name="release-notes-gpupt27oss-al2023-2025-11-10"></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-al2023-2025-11-10"></a>


|  | 
| --- |
|  annotated-doc-0.0.3  | 
|  apr-util-lmdb-1.6.3-1.amzn2023.0.2  | 
|  kernel-livepatch-6.1.156-177.286-1.0-0.amzn2023  | 

##### Updated Packages
<a name="updated-package-info-gpupt27oss-al2023-2025-11-10"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  amazon-linux-repo-s3  |  2023.9.20251014-0.amzn2023  |  2023.9.20251027-0.amzn2023  | 
|  apr-util  |  1.6.3-1.amzn2023.0.1  |  1.6.3-1.amzn2023.0.2  | 
|  apr-util-openssl  |  1.6.3-1.amzn2023.0.1  |  1.6.3-1.amzn2023.0.2  | 
|  audit  |  3.1.5-1.amzn2023.0.1  |  3.1.5-1.amzn2023.0.2  | 
|  audit-libs  |  3.1.5-1.amzn2023.0.1  |  3.1.5-1.amzn2023.0.2  | 
|  bleach  |  6.2.0  |  6.3.0  | 
|  boost-filesystem  |  1.75.0-4.amzn2023.0.3  |  1.75.0-4.amzn2023.0.4  | 
|  boost-system  |  1.75.0-4.amzn2023.0.3  |  1.75.0-4.amzn2023.0.4  | 
|  boost-thread  |  1.75.0-4.amzn2023.0.3  |  1.75.0-4.amzn2023.0.4  | 
|  boto3  |  1.40.55  |  1.40.65  | 
|  botocore  |  1.40.55  |  1.40.65  | 
|  cloudpickle  |  3.1.1  |  3.1.2  | 
|  fastapi  |  0.119.0  |  0.121.0  | 
|  fsspec  |  2025.9.0  |  2025.10.0  | 
|  go-srpm-macros  |  3.2.0-37.amzn2023  |  3.8.0-1.amzn2023.0.1  | 
|  graphql-core  |  3.2.6  |  3.2.7  | 
|  grub2-common  |  2.06-61.amzn2023.0.19  |  2.06-61.amzn2023.0.20  | 
|  grub2-efi-x64-ec2  |  2.06-61.amzn2023.0.19  |  2.06-61.amzn2023.0.20  | 
|  grub2-pc-modules  |  2.06-61.amzn2023.0.19  |  2.06-61.amzn2023.0.20  | 
|  grub2-tools  |  2.06-61.amzn2023.0.19  |  2.06-61.amzn2023.0.20  | 
|  grub2-tools-minimal  |  2.06-61.amzn2023.0.19  |  2.06-61.amzn2023.0.20  | 
|  inspectorssmplugin  |  1.0.401-1  |  1.0.405-1  | 
|  ipywidgets  |  8.1.7  |  8.1.8  | 
|  java-17-amazon-corretto-headless  |  17.0.16\+8-1.amzn2023.1  |  17.0.17\+10-1.amzn2023.1  | 
|  jupyterlab  |  4.4.9  |  4.4.10  | 
|  jupyterlab\_server  |  2.27.3  |  2.28.0  | 
|  jupyterlab\_widgets  |  3.0.15  |  3.0.16  | 
|  kernel  |  6.1.155-176.282.amzn2023  |  6.1.156-177.286.amzn2023  | 
|  kernel-devel  |  6.1.155-176.282.amzn2023  |  6.1.156-177.286.amzn2023  | 
|  kernel-headers  |  6.1.155-176.282.amzn2023  |  6.1.156-177.286.amzn2023  | 
|  kernel-libbpf  |  6.1.155-176.282.amzn2023  |  6.1.156-177.286.amzn2023  | 
|  kernel-livepatch-repo-s3  |  2023.9.20251014-0.amzn2023  |  2023.9.20251027-0.amzn2023  | 
|  kernel-modules-extra  |  6.1.155-176.282.amzn2023  |  6.1.156-177.286.amzn2023  | 
|  kernel-modules-extra-common  |  6.1.155-176.282.amzn2023  |  6.1.156-177.286.amzn2023  | 
|  kernel-tools  |  6.1.155-176.282.amzn2023  |  6.1.156-177.286.amzn2023  | 
|  lark  |  1.3.0  |  1.3.1  | 
|  libdnf  |  0.69.0-8.amzn2023.0.5  |  0.69.0-8.amzn2023.0.6  | 
|  libnvidia-container-tools  |  1.17.9-1  |  1.18.0-1  | 
|  libnvidia-container1  |  1.17.9-1  |  1.18.0-1  | 
|  librepo  |  1.14.5-2.amzn2023.0.1  |  1.14.5-2.amzn2023.0.2  | 
|  libsoup3  |  3.6.5-50.amzn2023  |  3.6.5-52.amzn2023  | 
|  libsss\_certmap  |  2.9.4-1.amzn2023.0.2  |  2.9.4-1.amzn2023.0.3  | 
|  libsss\_idmap  |  2.9.4-1.amzn2023.0.2  |  2.9.4-1.amzn2023.0.3  | 
|  libsss\_nss\_idmap  |  2.9.4-1.amzn2023.0.2  |  2.9.4-1.amzn2023.0.3  | 
|  libsss\_sudo  |  2.9.4-1.amzn2023.0.2  |  2.9.4-1.amzn2023.0.3  | 
|  libxslt  |  1.1.43-1.amzn2023.0.2  |  1.1.43-1.amzn2023.0.3  | 
|  libxslt-devel  |  1.1.43-1.amzn2023.0.2  |  1.1.43-1.amzn2023.0.3  | 
|  marshmallow  |  4.0.1  |  4.1.0  | 
|  matplotlib-inline  |  0.1.7  |  0.2.1  | 
|  narwhals  |  2.8.0  |  2.10.1  | 
|  nvidia-container-toolkit  |  1.17.9-1  |  1.18.0-1  | 
|  nvidia-container-toolkit-base  |  1.17.9-1  |  1.18.0-1  | 
|  perl-Math-BigInt-FastCalc  |  0.500.900-458.amzn2023.0.2  |  0.501.400-3.amzn2023.0.1  | 
|  pip  |  25.2  |  25.3  | 
|  platformdirs  |  4.2.2  |  4.5.0  | 
|  psutil  |  7.1.0  |  7.1.3  | 
|  pyarrow  |  21.0.0  |  22.0.0  | 
|  python3  |  3.9.23-1.amzn2023.0.3  |  3.9.24-1.amzn2023.0.3  | 
|  python3-audit  |  3.1.5-1.amzn2023.0.1  |  3.1.5-1.amzn2023.0.2  | 
|  python3-hawkey  |  0.69.0-8.amzn2023.0.5  |  0.69.0-8.amzn2023.0.6  | 
|  python3-libdnf  |  0.69.0-8.amzn2023.0.5  |  0.69.0-8.amzn2023.0.6  | 
|  python3-libs  |  3.9.23-1.amzn2023.0.3  |  3.9.24-1.amzn2023.0.3  | 
|  regex  |  2025.9.18  |  2025.11.3  | 
|  rpds-py  |  0.27.1  |  0.28.0  | 
|  ruamel.yaml  |  0.18.15  |  0.18.16  | 
|  runc  |  1.3.1-1.amzn2023.0.1  |  1.3.2-2.amzn2023.0.1  | 
|  sagemaker  |  2.253.1  |  2.254.1  | 
|  sagemaker-core  |  1.0.59  |  1.0.62  | 
|  scipy  |  1.16.2  |  1.16.3  | 
|  sssd-client  |  2.9.4-1.amzn2023.0.2  |  2.9.4-1.amzn2023.0.3  | 
|  sssd-common  |  2.9.4-1.amzn2023.0.2  |  2.9.4-1.amzn2023.0.3  | 
|  sssd-kcm  |  2.9.4-1.amzn2023.0.2  |  2.9.4-1.amzn2023.0.3  | 
|  sssd-nfs-idmap  |  2.9.4-1.amzn2023.0.2  |  2.9.4-1.amzn2023.0.3  | 
|  starlette  |  0.48.0  |  0.49.3  | 
|  system-release  |  2023.9.20251014-0.amzn2023  |  2023.9.20251027-0.amzn2023  | 
|  tblib  |  3.1.0  |  3.2.1  | 
|  termcolor  |  3.1.0  |  3.2.0  | 
|  typer  |  0.19.2  |  0.20.0  | 
|  webcolors  |  24.11.1  |  25.10.0  | 
|  widgetsnbextension  |  4.0.14  |  4.0.15  | 
|  xyzservices  |  2025.4.0  |  2025.10.0  | 

##### Removed Packages
<a name="removed-package-info-gpupt27oss-al2023-2025-11-10"></a>


| Package Name | 
| --- | 
|  kernel-livepatch-6.1.155-176.282  |