Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.6.0 (Ubuntu 22.04) 20251010 - AWS Deep Learning AMIs

Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.6.0 (Ubuntu 22.04) 20251010

For help getting started, see Getting started with DLAMI.

Notices
Major Package Versions
Package Name Version
framework_version 2.6.0
gdr_copy dpkg-query: package 'gdrcopy' is not installed and no information is available Use dpkg --info (= dpkg-deb --info) to examine archive files.
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-12.6
ssm_agent_version 3.3.2299.0
kernel_version 6.8.0-1040-aws
nvidia_container_toolkit_version 1.17.8
ofi_nccl_version dpkg-query: package 'libnccl-ofi' is not installed and no information is available Use dpkg --info (= dpkg-deb --info) to examine archive files.
operating_system Ubuntu 22.04.5 LTS
default_cuda /usr/local/cuda-12.6/
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
linux-aws-6.8-headers-6.8.0-1040-6.8.0-1040.42~22.04.1
linux-aws-6.8-tools-6.8.0-1040-6.8.0-1040.42~22.04.1
linux-headers-6.8.0-1040-aws-6.8.0-1040.42~22.04.1
linux-image-6.8.0-1040-aws-6.8.0-1040.42~22.04.1
linux-modules-6.8.0-1040-aws-6.8.0-1040.42~22.04.1
linux-tools-6.8.0-1040-aws-6.8.0-1040.42~22.04.1
lustre-client-modules-6.8.0-1040-aws-2.15.6-1fsx21
Updated Packages
Package Name Previous Version New Version
attrs 25.3.0 25.4.0
awscli 1.42.44 1.42.49
boto3 1.40.44 1.40.49
botocore 1.40.44 1.40.49
certifi 2025.8.3 2025.10.5
docker-ce-cli 28.5.0-1~ubuntu.22.04~jammy 28.5.1-1~ubuntu.22.04~jammy
docker-ce-rootless-extras 28.5.0-1~ubuntu.22.04~jammy 28.5.1-1~ubuntu.22.04~jammy
docker-compose-plugin 2.39.4-0~ubuntu.22.04~jammy 2.40.0-1~ubuntu.22.04~jammy
fastapi 0.118.0 0.118.2
filelock 3.19.1 3.20.0
libnss-systemd 249.11-0ubuntu3.16 249.11-0ubuntu3.17
libpam-systemd 249.11-0ubuntu3.16 249.11-0ubuntu3.17
libsystemd0 249.11-0ubuntu3.16 249.11-0ubuntu3.17
libudev-dev 249.11-0ubuntu3.16 249.11-0ubuntu3.17
libudev1 249.11-0ubuntu3.16 249.11-0ubuntu3.17
linux-aws 6.8.0-1039.41~22.04.1 6.8.0-1040.42~22.04.1
linux-headers-aws 6.8.0-1039.41~22.04.1 6.8.0-1040.42~22.04.1
linux-image-aws 6.8.0-1039.41~22.04.1 6.8.0-1040.42~22.04.1
lustre-client-modules-aws 6.8.0-1039.41~22.04.1 6.8.0-1040.42~22.04.1
matplotlib 3.10.6 3.10.7
narwhals 2.6.0 2.7.0
platformdirs 4.4.0 4.2.2
pydantic 2.11.9 2.12.0
pydantic_core 2.33.2 2.41.1
python-json-logger 3.3.0 4.0.0
rich 14.1.0 14.2.0
snapd 2.68.5+ubuntu22.04.1 2.71+ubuntu22.04
systemd-sysv 249.11-0ubuntu3.16 249.11-0ubuntu3.17
types-python-dateutil 2.9.0.20250822 2.9.0.20251008
udev 249.11-0ubuntu3.16 249.11-0ubuntu3.17
websocket-client 1.8.0 1.9.0
Removed Packages
Package Name
lustre-client-modules-6.8.0-1039-aws