# Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.7 (Amazon Linux 2023) 20260417
<a name="aws-deep-learning-ami-gpupt27ossarm64-al2023-2026-04-20"></a>

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

##### Major Package Versions
<a name="major-package-versions-gpupt27ossarm64-al2023-2026-04-20"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  operating\$1system  |  Amazon Linux 2023.11.20260413  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.12.79-101.147.amzn2023.aarch64  | 
|  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  |  2.5.2  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.19.0  | 
|  ofi\$1nccl\$1version  |  1.18.0  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.4108.0  | 
|  containerd\$1version  |  2.2.1\$1unknown  | 

##### Package Changes from Previous Release
<a name="release-notes-gpupt27ossarm64-al2023-2026-04-20"></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-gpupt27ossarm64-al2023-2026-04-20"></a>


|  | 
| --- |
|  kernel-livepatch-6.12.79-101.147-1.0-0.amzn2023  | 
|  libbpf-1.6.1-3.amzn2023  | 
|  mailcap-2.1.49-3.amzn2023.0.3  | 
|  mmh3-5.2.1  | 
|  perl-Class-Inspector-1.36-5.amzn2023.0.2  | 
|  perl-Clone-0.47-4.amzn2023.0.1  | 
|  perl-Data-Dump-1.25-14.amzn2023.0.1  | 
|  perl-Digest-HMAC-1.05-4.amzn2023.0.1  | 
|  perl-Exporter-Tiny-1.006003-2.amzn2023.0.1  | 
|  perl-File-Listing-6.14-2.amzn2023.0.2  | 
|  perl-File-ShareDir-1.118-2.amzn2023.0.2  | 
|  perl-HTML-Parser-3.76-1.amzn2023.0.2  | 
|  perl-HTML-Tagset-3.24-5.amzn2023.0.1  | 
|  perl-HTTP-Cookies-6.10-2.amzn2023.0.2  | 
|  perl-HTTP-Date-6.06-8.amzn2023.0.1  | 
|  perl-HTTP-Message-6.34-1.amzn2023.0.2  | 
|  perl-HTTP-Negotiate-6.01-28.amzn2023.0.2  | 
|  perl-IO-HTML-1.004-2.amzn2023.0.2  | 
|  perl-IO-Socket-SSL-2.075-1.amzn2023.0.3  | 
|  perl-LWP-MediaTypes-6.04-7.amzn2023.0.2  | 
|  perl-Lexical-SealRequireHints-0.011-15.amzn2023.0.2  | 
|  perl-Lexical-Var-0.009-25.amzn2023.0.2  | 
|  perl-List-MoreUtils-0.430-2.amzn2023.0.2  | 
|  perl-List-MoreUtils-XS-0.430-2.amzn2023.0.3  | 
|  perl-NTLM-1.09-28.amzn2023.0.2  | 
|  perl-Net-HTTP-6.21-1.amzn2023.0.2  | 
|  perl-Net-SSLeay-1.94-3.amzn2023.0.2  | 
|  perl-TimeDate-2.33-4.amzn2023.0.2  | 
|  perl-Try-Tiny-0.30-11.amzn2023.0.2  | 
|  perl-WWW-RobotRules-6.02-28.amzn2023.0.2  | 
|  perl-libwww-perl-6.58-1.amzn2023.0.2  | 
|  pyiceberg-0.11.1  | 
|  pyroaring-1.0.4  | 
|  strictyaml-1.7.3  | 
|  zstandard-0.25.0  | 

##### Updated Packages
<a name="updated-package-info-gpupt27ossarm64-al2023-2026-04-20"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  Mako  |  1.3.10  |  1.3.11  | 
|  amazon-cloudwatch-agent  |  1.300064.1-1.amzn2023  |  1.300064.2-1.amzn2023  | 
|  amazon-ec2-net-utils  |  2.7.1-1.amzn2023.0.1  |  2.7.1-1.amzn2023.0.2  | 
|  amazon-linux-repo-s3  |  2023.11.20260406-0.amzn2023  |  2023.11.20260413-0.amzn2023  | 
|  boto3  |  1.42.88  |  1.42.91  | 
|  botocore  |  1.42.88  |  1.42.91  | 
|  cachetools  |  7.0.5  |  6.2.6  | 
|  captum  |  0.8.0  |  0.9.0  | 
|  containerd  |  2.2.1-1.amzn2023.0.1  |  2.2.1-1.amzn2023.0.2  | 
|  dnf-plugin-support-info  |  1.11-1.amzn2023  |  1.12-1.amzn2023  | 
|  docker  |  25.0.14-1.amzn2023.0.2  |  25.0.14-1.amzn2023.0.3  | 
|  fastapi  |  0.135.3  |  0.136.0  | 
|  filelock  |  3.25.2  |  3.28.0  | 
|  gdk-pixbuf2  |  2.42.12-180.amzn2023  |  2.42.12-185.amzn2023  | 
|  gdk-pixbuf2-modules  |  2.42.12-180.amzn2023  |  2.42.12-185.amzn2023  | 
|  inspectorssmplugin  |  1.0.475-1  |  1.0.483-1  | 
|  kernel-livepatch-repo-s3  |  2023.11.20260406-0.amzn2023  |  2023.11.20260413-0.amzn2023  | 
|  kernel6.12  |  6.12.77-99.140.amzn2023  |  6.12.79-101.147.amzn2023  | 
|  kernel6.12-devel  |  6.12.77-99.140.amzn2023  |  6.12.79-101.147.amzn2023  | 
|  kernel6.12-headers  |  6.12.77-99.140.amzn2023  |  6.12.79-101.147.amzn2023  | 
|  kernel6.12-modules-extra  |  6.12.77-99.140.amzn2023  |  6.12.79-101.147.amzn2023  | 
|  kernel6.12-modules-extra-common  |  6.12.77-99.140.amzn2023  |  6.12.79-101.147.amzn2023  | 
|  kernel6.12-tools  |  6.12.77-99.140.amzn2023  |  6.12.79-101.147.amzn2023  | 
|  libnghttp2  |  1.59.0-3.amzn2023.0.1  |  1.59.0-3.amzn2023.0.2  | 
|  libnghttp2-devel  |  1.59.0-3.amzn2023.0.1  |  1.59.0-3.amzn2023.0.2  | 
|  libpng  |  1.6.37-10.amzn2023.0.11  |  1.6.37-10.amzn2023.0.12  | 
|  libtiff  |  4.4.0-4.amzn2023.0.25  |  4.4.0-4.amzn2023.0.26  | 
|  numpy  |  1.26.4  |  2.4.4  | 
|  openexr-libs  |  3.1.5-1.amzn2023.0.7  |  3.1.5-1.amzn2023.0.8  | 
|  openssl  |  3.5.5-1.amzn2023.0.3  |  3.5.5-1.amzn2023.0.4  | 
|  openssl-devel  |  3.5.5-1.amzn2023.0.3  |  3.5.5-1.amzn2023.0.4  | 
|  openssl-fips-provider-latest  |  3.5.5-1.amzn2023.0.3  |  3.5.5-1.amzn2023.0.4  | 
|  openssl-libs  |  3.5.5-1.amzn2023.0.3  |  3.5.5-1.amzn2023.0.4  | 
|  packaging  |  26.0  |  26.1  | 
|  perl-ExtUtils-CBuilder  |  0.280236-2.amzn2023.0.2  |  0.280236-2.amzn2023.0.3  | 
|  perl-ExtUtils-Install  |  2.20-2.amzn2023.0.2  |  2.22-521.amzn2023.0.1  | 
|  perl-ExtUtils-Manifest  |  1.73-2.amzn2023.0.2  |  1.75-521.amzn2023.0.1  | 
|  perl-ExtUtils-ParseXS  |  3.40-458.amzn2023.0.2  |  3.61-2.amzn2023.0.1  | 
|  perl-File-Fetch  |  1.00-2.amzn2023.0.2  |  1.08-4.amzn2023.0.1  | 
|  perl-HTTP-Tiny  |  0.078-1.amzn2023.0.3  |  0.092-2.amzn2023.0.1  | 
|  perl-XML-Parser  |  2.46-7.amzn2023.0.2  |  2.51-1.amzn2023.0.1  | 
|  platformdirs  |  4.4.0  |  4.9.6  | 
|  polkit  |  125-1.amzn2023.0.2  |  125-1.amzn2023.0.3  | 
|  polkit-libs  |  125-1.amzn2023.0.2  |  125-1.amzn2023.0.3  | 
|  pydantic  |  2.9.2  |  2.13.2  | 
|  pydantic\$1core  |  2.23.4  |  2.46.2  | 
|  python3  |  3.9.25-1.amzn2023.0.3  |  3.9.25-1.amzn2023.0.4  | 
|  python3-libs  |  3.9.25-1.amzn2023.0.3  |  3.9.25-1.amzn2023.0.4  | 
|  rich  |  14.3.3  |  14.3.4  | 
|  runc  |  1.3.4-1.amzn2023.0.2  |  1.3.4-3.amzn2023.0.2  | 
|  rust-toolset-srpm-macros  |  1.93.0-1.amzn2023.0.1  |  1.94.0-1.amzn2023.0.2  | 
|  sagemaker  |  3.7.1  |  3.8.0  | 
|  sagemaker-core  |  2.7.1  |  2.8.0  | 
|  sagemaker-mlops  |  1.7.1  |  1.8.0  | 
|  sagemaker-serve  |  1.7.1  |  1.8.0  | 
|  sagemaker-train  |  1.7.1  |  1.8.0  | 
|  setuptools  |  81.0.0  |  82.0.1  | 
|  shap  |  0.49.1  |  0.51.0  | 
|  sudo  |  1.9.15-1.p5.amzn2023.0.2  |  1.9.15-1.p5.amzn2023.0.3  | 
|  system-release  |  2023.11.20260406-0.amzn2023  |  2023.11.20260413-0.amzn2023  | 
|  tracker-miners  |  3.7.4-2.amzn2023.0.1  |  3.7.4-2.amzn2023.0.2  | 
|  vim-common  |  9.1.1591-1.amzn2023.0.1  |  9.2.240-1.amzn2023.0.2  | 
|  vim-data  |  9.1.1591-1.amzn2023.0.1  |  9.2.240-1.amzn2023.0.2  | 
|  vim-enhanced  |  9.1.1591-1.amzn2023.0.1  |  9.2.240-1.amzn2023.0.2  | 
|  vim-filesystem  |  9.1.1591-1.amzn2023.0.1  |  9.2.240-1.amzn2023.0.2  | 
|  vim-minimal  |  9.1.1591-1.amzn2023.0.1  |  9.2.240-1.amzn2023.0.2  | 
|  xxd  |  9.1.1591-1.amzn2023.0.1  |  9.2.240-1.amzn2023.0.2  | 

##### Removed Packages
<a name="removed-package-info-gpupt27ossarm64-al2023-2026-04-20"></a>


| Package Name | 
| --- | 
|  Authlib  | 
|  dparse  | 
|  kernel-livepatch-6.12.77-99.140  | 
|  kernel6.12-libbpf  | 
|  marshmallow  | 
|  nltk  | 
|  regex  | 
|  ruamel.yaml  | 
|  safety-schemas  | 
|  shellingham  | 
|  tomlkit  | 
|  typer  |