Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20251003 - AWS Deep Learning AMIs

Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20251003

For help getting started, see Getting started with DLAMI.

Notices
Major Package Versions
Package Name Version
framework_version 2.8
gdr_copy 2.5
supported_ec2_instances G5g
ebs_volume_type gp3
nvidia_driver 580.95.05
python_location /opt/pytorch/bin/python
nvidia_cuda_stack /usr/local/cuda-12.9
ssm_agent_version 3.3.2299.0
kernel_version 6.14.0-1014-aws
nvidia_container_toolkit_version 1.17.8
ofi_nccl_version 1.16.2
operating_system Ubuntu 24.04.3 LTS
default_cuda /usr/local/cuda-12.9/
compute_architecture aarch64
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

Added Packages
libkeyutils-dev-1.6.3-3build1
libmysqlclient21-8.0.43-0ubuntu0.24.04.2
libnetsnmptrapd40t64-5.9.4+dfsg-1.1ubuntu3.1
libpci-dev-3.10.0-2build1
libsensors-dev-3.6.0-9build1
libsnmp-base-5.9.4+dfsg-1.1ubuntu3.1
libsnmp-dev-5.9.4+dfsg-1.1ubuntu3.1
libsnmp-perl-5.9.4+dfsg-1.1ubuntu3.1
libsnmp40t64-5.9.4+dfsg-1.1ubuntu3.1
libudev-dev-255.4-1ubuntu8.10
libwrap0-dev-7.6.q-33
linux-aws-6.14-headers-6.14.0-1014-6.14.0-1014.14~24.04.1
linux-aws-6.14-tools-6.14.0-1014-6.14.0-1014.14~24.04.1
linux-headers-6.14.0-1014-aws-6.14.0-1014.14~24.04.1
linux-image-6.14.0-1014-aws-6.14.0-1014.14~24.04.1
linux-modules-6.14.0-1014-aws-6.14.0-1014.14~24.04.1
linux-tools-6.14.0-1014-aws-6.14.0-1014.14~24.04.1
lustre-client-modules-6.14.0-1014-aws-2.15.6-1fsx22
lustre-client-modules-aws-6.14.0-1014.14~24.04.1
lustre-client-utils-2.15.6-1fsx22
mysql-common-1.1.0build1
nvidia-imex-580.95.05-1
Updated Packages
Package Name Previous Version New Version
Authlib 1.6.4 1.6.5
MarkupSafe 3.0.2 3.0.3
awscli 1.42.40 1.42.45
beautifulsoup4 4.13.5 4.14.2
boto3 1.40.40 1.40.45
botocore 1.40.40 1.40.45
cloud-init 25.1.4-0ubuntu0~24.04.1 25.2-0ubuntu1~24.04.1
cryptography 46.0.1 46.0.2
docker-buildx-plugin 0.28.0-0~ubuntu.24.04~noble 0.29.1-1~ubuntu.24.04~noble
docker-ce-cli 28.4.0-1~ubuntu.24.04~noble 28.5.0-1~ubuntu.24.04~noble
docker-ce-rootless-extras 28.4.0-1~ubuntu.24.04~noble 28.5.0-1~ubuntu.24.04~noble
fastapi 0.117.1 0.118.0
fonttools 4.60.0 4.60.1
inspectorssmplugin 1.0.398 1.0.399
ipython 9.5.0 9.6.0
libssl-dev 3.0.13-0ubuntu3.5 3.0.13-0ubuntu3.6
libssl3t64 3.0.13-0ubuntu3.5 3.0.13-0ubuntu3.6
libtiff6 4.5.1+git230720-4ubuntu2.3 4.5.1+git230720-4ubuntu2.4
libxnvctrl0 580.82.07-0ubuntu1 580.95.05-0ubuntu1
linux-aws 6.14.0-1013.13~24.04.1 6.14.0-1014.14~24.04.1
linux-headers-aws 6.14.0-1013.13~24.04.1 6.14.0-1014.14~24.04.1
linux-image-aws 6.14.0-1013.13~24.04.1 6.14.0-1014.14~24.04.1
linux-libc-dev 6.8.0-84.84 6.8.0-85.85
linux-tools-common 6.8.0-84.84 6.8.0-85.85
llvmlite 0.45.0 0.45.1
narwhals 2.5.0 2.6.0
nltk 3.9.1 3.9.2
numba 0.62.0 0.62.1
open-vm-tools 12.5.0-1~ubuntu0.24.04.1 12.5.0-1~ubuntu0.24.04.2
pandas 2.3.2 2.3.3
sagemaker 2.251.1 2.252.0
typing-inspection 0.4.1 0.4.2
typing_extensions 4.12.2 4.15.0
Removed Packages
Package Name
linux-aws-6.14-headers-6.14.0-1013
linux-aws-6.14-tools-6.14.0-1013
linux-headers-6.14.0-1013-aws
linux-image-6.14.0-1013-aws
linux-modules-6.14.0-1013-aws
linux-tools-6.14.0-1013-aws
nvidia-imex-570