Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.6.0 (Ubuntu 22.04) 20250927 - AWS Deep Learning AMIs

Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.6.0 (Ubuntu 22.04) 20250927

For help getting started, see Getting started with DLAMI.

Major Package Versions
Package Name Version
supported_ec2_instances G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en
operating_system Ubuntu 22.04.5 LTS
compute_architecture x86_64
kernel_version 6.8.0-1039-aws
framework_version 2.6.0
python_location /opt/pytorch/bin/python
nvidia_driver 570.172.08
default_cuda /usr/local/cuda-12.6/
nvidia_cuda_stack /usr/local/cuda-12.6
gdr_copy 2.4.4
nvidia_container_toolkit_version 1.17.8
efa_version 1.43.1
ofi_nccl_version 1.16.2
nvme_location /opt/dlami/nvme
ebs_volume_type gp3
ssm_agent_version 3.3.2299.0
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-6.8.0-1039-6.8.0-1039.41~22.04.1
linux-aws-6.8-tools-6.8.0-1039-6.8.0-1039.41~22.04.1
linux-headers-6.8.0-1039-aws-6.8.0-1039.41~22.04.1
linux-image-6.8.0-1039-aws-6.8.0-1039.41~22.04.1
linux-modules-6.8.0-1039-aws-6.8.0-1039.41~22.04.1
linux-modules-extra-6.8.0-1039-aws-6.8.0-1039.41~22.04.1
linux-tools-6.8.0-1039-aws-6.8.0-1039.41~22.04.1
lustre-client-modules-6.8.0-1039-aws-2.15.6-1fsx21
Updated Packages
Package Name Previous Version New Version
MarkupSafe 3.0.2 3.0.3
PyYAML 6.0.2 6.0.3
anyio 4.10.0 4.11.0
awscli 1.42.35 1.42.40
beautifulsoup4 4.13.5 4.14.0
boto3 1.40.35 1.40.40
botocore 1.40.35 1.40.40
containerd.io 1.7.27-1 1.7.28-0~ubuntu.22.04~jammy
dpkg-dev 1.21.1ubuntu2.3 1.21.1ubuntu2.6
gymnasium 1.2.0 1.2.1
inspectorssmplugin 1.0.396 1.0.398
jupyterlab 4.4.7 4.4.9
lark 1.2.2 1.3.0
libc-bin 2.35-0ubuntu3.10 2.35-0ubuntu3.11
libc-dev-bin 2.35-0ubuntu3.10 2.35-0ubuntu3.11
libc-devtools 2.35-0ubuntu3.10 2.35-0ubuntu3.11
libc6 2.35-0ubuntu3.10 2.35-0ubuntu3.11
libc6-dev 2.35-0ubuntu3.10 2.35-0ubuntu3.11
libdpkg-perl 1.21.1ubuntu2.3 1.21.1ubuntu2.6
linux-aws 6.8.0-1036.38~22.04.1 6.8.0-1039.41~22.04.1
linux-headers-aws 6.8.0-1036.38~22.04.1 6.8.0-1039.41~22.04.1
linux-image-aws 6.8.0-1036.38~22.04.1 6.8.0-1039.41~22.04.1
linux-libc-dev 5.15.0-153.163 5.15.0-156.166
linux-modules-extra-aws 6.8.0-1036.38~22.04.1 6.8.0-1039.41~22.04.1
linux-tools-common 5.15.0-153.163 5.15.0-156.166
locales 2.35-0ubuntu3.10 2.35-0ubuntu3.11
lustre-client-modules-aws 6.8.0-1036.38~22.04.1 6.8.0-1039.41~22.04.1
pydantic 2.9.2 2.11.9
pydantic_core 2.23.4 2.33.2
pyparsing 3.2.4 3.2.5
python3-pip 22.0.2+dfsg-1ubuntu0.6 22.0.2+dfsg-1ubuntu0.7
ruamel.yaml.clib 0.2.12 0.2.14
safety-schemas 0.0.14 0.0.16
typer 0.19.1 0.19.2
typing_extensions 4.15.0 4.12.2
uvicorn 0.36.0 0.37.0
wcwidth 0.2.13 0.2.14
zipp 3.19.2 3.23.0
Removed Packages
Package Name
linux-aws-6.8-headers-6.8.0-1036
linux-aws-6.8-tools-6.8.0-1036
linux-headers-6.8.0-1036-aws
linux-image-6.8.0-1036-aws
linux-modules-6.8.0-1036-aws
linux-modules-extra-6.8.0-1036-aws
linux-tools-6.8.0-1036-aws
lustre-client-modules-6.8.0-1036-aws