# Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.12 (Amazon Linux 2023) 20260722
<a name="aws-deep-learning-ami-gpupt212ossarm64-al2023-2026-07-24"></a>

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

##### Major Package Versions
<a name="major-package-versions-gpupt212ossarm64-al2023-2026-07-24"></a>


|  |  | 
| --- |--- |
|  supported\_ec2\_instances  |  G5g, P6e-GB200  | 
|  operating\_system  |  Amazon Linux 2023.12.20260720  | 
|  compute\_architecture  |  aarch64  | 
|  kernel\_version  |  6.12.94-123.190.amzn2023.aarch64  | 
|  framework\_version  |  2.12  | 
|  python\_location  |  /opt/pytorch/bin/python  | 
|  nvidia\_driver  |  595.71.05  | 
|  gdr\_copy  |  2.5.2  | 
|  nvidia\_container\_toolkit\_version  |  1.19.1  | 
|  ofi\_nccl\_version  |  1.18.0  | 
|  ebs\_volume\_type  |  gp3  | 
|  ssm\_agent\_version  |  3.3.4624.0  | 
|  containerd\_version  |  2.2.5\+unknown  | 

##### Package Changes from Previous Release
<a name="release-notes-gpupt212ossarm64-al2023-2026-07-24"></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-gpupt212ossarm64-al2023-2026-07-24"></a>


|  | 
| --- |
|  elementpath-2.3.2  | 
|  kernel-livepatch-6.12.94-123.190-1.0-0.amzn2023  | 
|  lxml-4.7.1  | 
|  python3-elementpath-2.3.2-2.amzn2023  | 
|  python3-lxml-4.7.1-3.amzn2023.0.3  | 
|  python3-supportinfo-1.0.0-1.amzn2023  | 
|  python3-xmlschema-1.4.2-1.amzn2023.0.2  | 
|  supportinfo-1.0.0  | 
|  xmlschema-1.4.2  | 

##### Updated Packages
<a name="updated-package-info-gpupt212ossarm64-al2023-2026-07-24"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  acl  |  2.3.1-2.amzn2023.0.2  |  2.4.0-1.amzn2023.0.1  | 
|  aiohttp  |  3.14.1  |  3.14.2  | 
|  amazon-ec2-net-utils  |  2.7.1-1.amzn2023.0.2  |  2.7.5-1.amzn2023.0.1  | 
|  amazon-linux-repo-s3  |  2023.12.20260710-0.amzn2023  |  2023.12.20260720-0.amzn2023  | 
|  attrs  |  26.1.0  |  20.3.0  | 
|  aws-cfn-bootstrap  |  2.0-39.amzn2023  |  2.0  | 
|  awscli  |  1.45.50  |  1.45.53  | 
|  bind-libs  |  9.18.49-1.amzn2023.0.1  |  9.18.50-1.amzn2023.0.1  | 
|  bind-license  |  9.18.49-1.amzn2023.0.1  |  9.18.50-1.amzn2023.0.1  | 
|  bind-utils  |  9.18.49-1.amzn2023.0.1  |  9.18.50-1.amzn2023.0.1  | 
|  boto3  |  1.43.50  |  1.43.53  | 
|  botocore  |  1.43.50  |  1.43.53  | 
|  brotli  |  1.0.9-4.amzn2023.0.2  |  1.2.0  | 
|  certifi  |  2026.6.17  |  2026.7.22  | 
|  cloud-init  |  22.2.2-1.amzn2023.1.15  |  22.2.2  | 
|  cryptography  |  48.0.1  |  36.0.1  | 
|  cuda-pathfinder  |  1.5.6  |  1.6.0  | 
|  databricks-sdk  |  0.120.0  |  0.122.0  | 
|  dnf-plugin-support-info  |  1.14-1.amzn2023  |  2.0.0  | 
|  docker  |  25.0.16-1.amzn2023.0.3  |  7.2.0  | 
|  docutils  |  0.19  |  0.16  | 
|  dracut  |  102-3.amzn2023.0.2  |  102-3.amzn2023.0.3  | 
|  dracut-config-generic  |  102-3.amzn2023.0.2  |  102-3.amzn2023.0.3  | 
|  ec2-hibinit-agent  |  1.0.10-2.amzn2023  |  1.0.11  | 
|  filelock  |  3.30.2  |  3.32.0  | 
|  gdrcopy  |  2.5.2-1  |  2.5.2-2.amzn2023  | 
|  gdrcopy-devel  |  2.5.2-1  |  2.5.2-2.amzn2023  | 
|  gdrcopy-kmod  |  2.5.2-1dkms  |  2.5.2-2.amzn2023  | 
|  gitpython  |  3.1.52  |  3.1.54  | 
|  glib2  |  2.82.2-769.amzn2023  |  2.82.2-770.amzn2023  | 
|  glibc  |  2.34-231.amzn2023.0.4  |  2.34-231.amzn2023.0.5  | 
|  glibc-all-langpacks  |  2.34-231.amzn2023.0.4  |  2.34-231.amzn2023.0.5  | 
|  glibc-common  |  2.34-231.amzn2023.0.4  |  2.34-231.amzn2023.0.5  | 
|  glibc-devel  |  2.34-231.amzn2023.0.4  |  2.34-231.amzn2023.0.5  | 
|  glibc-gconv-extra  |  2.34-231.amzn2023.0.4  |  2.34-231.amzn2023.0.5  | 
|  glibc-locale-source  |  2.34-231.amzn2023.0.4  |  2.34-231.amzn2023.0.5  | 
|  google-auth  |  2.56.0  |  2.56.2  | 
|  graphene  |  1.10.6-9.amzn2023.0.1  |  3.4.3  | 
|  huey  |  3.2.1  |  3.3.0  | 
|  idna  |  3.18  |  2.10  | 
|  imageio  |  2.37.3  |  2.37.4  | 
|  inspectorssmplugin  |  1.0.513-1  |  1.0.516-1  | 
|  jmespath  |  1.1.0  |  0.10.0  | 
|  jsonpointer  |  3.1.1  |  2.0  | 
|  jsonschema  |  4.26.0  |  3.2.0  | 
|  jupyter\_builder  |  1.1.0  |  1.1.1  | 
|  jupyterlab  |  4.6.1  |  4.6.2  | 
|  kernel-livepatch-repo-s3  |  2023.12.20260710-0.amzn2023  |  2023.12.20260720-0.amzn2023  | 
|  kernel6.12  |  6.12.94-123.180.amzn2023  |  6.12.94-123.190.amzn2023  | 
|  kernel6.12-devel  |  6.12.94-123.180.amzn2023  |  6.12.94-123.190.amzn2023  | 
|  kernel6.12-headers  |  6.12.94-123.180.amzn2023  |  6.12.94-123.190.amzn2023  | 
|  kernel6.12-modules-extra  |  6.12.94-123.180.amzn2023  |  6.12.94-123.190.amzn2023  | 
|  kernel6.12-modules-extra-common  |  6.12.94-123.180.amzn2023  |  6.12.94-123.190.amzn2023  | 
|  kernel6.12-tools  |  6.12.94-123.180.amzn2023  |  6.12.94-123.190.amzn2023  | 
|  krb5-devel  |  1.21.3-7.amzn2023.0.1  |  1.21.3-8.amzn2023.0.1  | 
|  krb5-libs  |  1.21.3-7.amzn2023.0.1  |  1.21.3-8.amzn2023.0.1  | 
|  libacl  |  2.3.1-2.amzn2023.0.2  |  2.4.0-1.amzn2023.0.1  | 
|  libblkid  |  2.37.4-1.amzn2023.0.5  |  2.37.4-1.amzn2023.0.6  | 
|  libcomps  |  0.1.20-1.amzn2023  |  0.1.20  | 
|  libfdisk  |  2.37.4-1.amzn2023.0.5  |  2.37.4-1.amzn2023.0.6  | 
|  libkadm5  |  1.21.3-7.amzn2023.0.1  |  1.21.3-8.amzn2023.0.1  | 
|  libmount  |  2.37.4-1.amzn2023.0.5  |  2.37.4-1.amzn2023.0.6  | 
|  libsmartcols  |  2.37.4-1.amzn2023.0.5  |  2.37.4-1.amzn2023.0.6  | 
|  libsss\_certmap  |  2.9.4-1.amzn2023.0.3  |  2.9.4-1.amzn2023.0.4  | 
|  libsss\_idmap  |  2.9.4-1.amzn2023.0.3  |  2.9.4-1.amzn2023.0.4  | 
|  libsss\_nss\_idmap  |  2.9.4-1.amzn2023.0.3  |  2.9.4-1.amzn2023.0.4  | 
|  libsss\_sudo  |  2.9.4-1.amzn2023.0.3  |  2.9.4-1.amzn2023.0.4  | 
|  libtiff  |  4.4.0-4.amzn2023.0.26  |  4.4.0-4.amzn2023.0.27  | 
|  libuuid  |  2.37.4-1.amzn2023.0.5  |  2.37.4-1.amzn2023.0.6  | 
|  matplotlib  |  3.11.0  |  3.11.1  | 
|  mistune  |  3.3.3  |  3.3.4  | 
|  pip  |  26.1.2  |  24.2  | 
|  prettytable  |  3.18.0  |  0.7.2  | 
|  protobuf  |  3.19.6-1.amzn2023.0.3  |  6.33.6  | 
|  python-dateutil  |  2.9.0.post0  |  2.8.1  | 
|  python3  |  3.9.25-1.amzn2023.0.7  |  3.9.25-1.amzn2023.0.8  | 
|  python3-libs  |  3.9.25-1.amzn2023.0.7  |  3.9.25-1.amzn2023.0.8  | 
|  python3.13  |  3.13.14-1.amzn2023.0.1  |  3.13.14-1.amzn2023.0.2  | 
|  python3.13-devel  |  3.13.14-1.amzn2023.0.1  |  3.13.14-1.amzn2023.0.2  | 
|  python3.13-libs  |  3.13.14-1.amzn2023.0.1  |  3.13.14-1.amzn2023.0.2  | 
|  pytz  |  2026.2  |  2022.7.1  | 
|  requests  |  2.34.2  |  2.25.1  | 
|  rpm  |  4.16.1.3-29.amzn2023.0.6  |  4.16.1.3  | 
|  rust-toolset-srpm-macros  |  1.96.0-1.amzn2023.0.2  |  1.97.0-1.amzn2023.0.1  | 
|  soupsieve  |  2.8.4  |  2.9.1  | 
|  sssd-client  |  2.9.4-1.amzn2023.0.3  |  2.9.4-1.amzn2023.0.4  | 
|  sssd-common  |  2.9.4-1.amzn2023.0.3  |  2.9.4-1.amzn2023.0.4  | 
|  sssd-kcm  |  2.9.4-1.amzn2023.0.3  |  2.9.4-1.amzn2023.0.4  | 
|  sssd-nfs-idmap  |  2.9.4-1.amzn2023.0.3  |  2.9.4-1.amzn2023.0.4  | 
|  system-release  |  2023.12.20260710-0.amzn2023  |  2023.12.20260720-0.amzn2023  | 
|  tqdm  |  4.68.4  |  4.69.0  | 
|  tzdata  |  2026b-1.amzn2023.0.1  |  2026.3  | 
|  urllib3  |  2.7.0  |  1.25.10  | 
|  util-linux  |  2.37.4-1.amzn2023.0.5  |  2.37.4-1.amzn2023.0.6  | 
|  util-linux-core  |  2.37.4-1.amzn2023.0.5  |  2.37.4-1.amzn2023.0.6  | 
|  vim-common  |  9.2.597-1.amzn2023.0.1  |  9.2.725-1.amzn2023.0.1  | 
|  vim-data  |  9.2.597-1.amzn2023.0.1  |  9.2.725-1.amzn2023.0.1  | 
|  vim-enhanced  |  9.2.597-1.amzn2023.0.1  |  9.2.725-1.amzn2023.0.1  | 
|  vim-filesystem  |  9.2.597-1.amzn2023.0.1  |  9.2.725-1.amzn2023.0.1  | 
|  vim-minimal  |  9.2.597-1.amzn2023.0.1  |  9.2.725-1.amzn2023.0.1  | 
|  wcwidth  |  0.8.2  |  0.2.5  | 
|  wheel  |  0.47.0  |  0.46.3  | 
|  xxd  |  9.2.597-1.amzn2023.0.1  |  9.2.725-1.amzn2023.0.1  | 
|  yarl  |  1.24.2  |  1.24.5  | 

##### Removed Packages
<a name="removed-package-info-gpupt212ossarm64-al2023-2026-07-24"></a>


| Package Name | 
| --- | 
|  kernel-livepatch-6.12.94-123.180  | 
|  support-info  |