Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.8 (Ubuntu 24.04) 20251101 - AWS Deep Learning AMIs

Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.8 (Ubuntu 24.04) 20251101

For help getting started, see Getting started with DLAMI.

Major Package Versions
supported_ec2_instances G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200
operating_system Ubuntu 24.04.3 LTS
compute_architecture x86_64
kernel_version 6.14.0-1016-aws
framework_version 2.8
python_location /opt/pytorch/bin/python
nvidia_driver 580.95.05
default_cuda /usr/local/cuda-12.9/
nvidia_cuda_stack /usr/local/cuda-12.9
gdr_copy 2.5.1
nvidia_container_toolkit_version 1.18.0
efa_version 1.43.3
ofi_nccl_version 1.16.3
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-6.14-headers-6.14.0-1016-6.14.0-1016.16~24.04.1
linux-aws-6.14-tools-6.14.0-1016-6.14.0-1016.16~24.04.1
linux-headers-6.14.0-1016-aws-6.14.0-1016.16~24.04.1
linux-image-6.14.0-1016-aws-6.14.0-1016.16~24.04.1
linux-modules-6.14.0-1016-aws-6.14.0-1016.16~24.04.1
linux-modules-extra-6.14.0-1016-aws-6.14.0-1016.16~24.04.1
linux-tools-6.14.0-1016-aws-6.14.0-1016.16~24.04.1
lustre-client-modules-6.14.0-1016-aws-2.15.6-1fsx22
Updated Packages
Package Name Previous Version New Version
awscli 1.42.59 1.42.64
binutils-common 2.42-4ubuntu2.5 2.42-4ubuntu2.6
binutils-x86-64-linux-gnu 2.42-4ubuntu2.5 2.42-4ubuntu2.6
bleach 6.2.0 6.3.0
boto3 1.40.59 1.40.64
botocore 1.40.59 1.40.64
docker-compose-plugin 2.40.2-1~ubuntu.24.04~noble 2.40.3-1~ubuntu.24.04~noble
fastapi 0.120.0 0.120.4
fsspec 2025.9.0 2025.10.0
inspectorssmplugin 1.0.402 1.0.404
lark 1.3.0 1.3.1
libbinutils 2.42-4ubuntu2.5 2.42-4ubuntu2.6
libctf-nobfd0 2.42-4ubuntu2.5 2.42-4ubuntu2.6
libctf0 2.42-4ubuntu2.5 2.42-4ubuntu2.6
libgprofng0 2.42-4ubuntu2.5 2.42-4ubuntu2.6
libsframe1 2.42-4ubuntu2.5 2.42-4ubuntu2.6
libssh-4 0.10.6-2ubuntu0.1 0.10.6-2ubuntu0.2
libxml2 2.9.14+dfsg-1.3ubuntu3.5 2.9.14+dfsg-1.3ubuntu3.6
linux-aws 6.14.0-1015.15~24.04.1 6.14.0-1016.16~24.04.1
linux-headers-aws 6.14.0-1015.15~24.04.1 6.14.0-1016.16~24.04.1
linux-image-aws 6.14.0-1015.15~24.04.1 6.14.0-1016.16~24.04.1
linux-libc-dev 6.8.0-86.87 6.8.0-87.88
linux-modules-extra-aws 6.14.0-1015.15~24.04.1 6.14.0-1016.16~24.04.1
linux-tools-common 6.8.0-86.87 6.8.0-87.88
lustre-client-modules-aws 6.14.0-1015.15~24.04.1 6.14.0-1016.16~24.04.1
narwhals 2.9.0 2.10.1
onnx-ir 0.1.11 0.1.12
onnxscript 0.5.4 0.5.6
platformdirs 4.2.2 4.5.0
psutil 7.1.1 7.1.2
sagemaker 2.253.1 2.254.1
sagemaker-core 1.0.59 1.0.61
scipy 1.16.2 1.16.3
starlette 0.48.0 0.49.1
tblib 3.2.0 3.2.1
termcolor 3.1.0 3.2.0
webcolors 24.11.1 25.10.0
xyzservices 2025.4.0 2025.10.0
zipp 3.23.0 3.19.2
Removed Packages
Package Name
linux-modules-extra-6.14.0-1015-aws
lustre-client-modules-6.14.0-1015-aws