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Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) 20260516 - AWS Deep Learning AMIs

Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) 20260516

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 24.04.4 LTS
compute_architecture x86_64
kernel_version 6.17.0-1015-aws
framework_version 2.9
python_location /opt/pytorch/bin/python
nvidia_driver 580.150
gdr_copy 2.5.2
nvidia_container_toolkit_version 1.19.0
efa_version 1.47.0
ofi_nccl_version 1.18.0
nvme_location /opt/dlami/nvme
ebs_volume_type gp3
ssm_agent_version 3.3.4121.0
containerd_version v2.2.3
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
cachebox-5.2.3
linux-aws-6.17-headers-6.17.0-1015-6.17.0-1015.15~24.04.1
linux-aws-6.17-tools-6.17.0-1015-6.17.0-1015.15~24.04.1
linux-headers-6.17.0-1015-aws-6.17.0-1015.15~24.04.1
linux-image-6.17.0-1015-aws-6.17.0-1015.15~24.04.1
linux-modules-6.17.0-1015-aws-6.17.0-1015.15~24.04.1
linux-modules-extra-6.17.0-1015-aws-6.17.0-1015.15~24.04.1
linux-tools-6.17.0-1015-aws-6.17.0-1015.15~24.04.1
lustre-client-modules-6.17.0-1015-aws-2.15.6-1fsx30
pahole-1.25-0ubuntu3
Updated Packages
Package Name Previous Version New Version
GitPython 3.1.47 3.1.50
Mako 1.3.11 1.3.12
amazon-cloudwatch-agent 1.300066.1b1374-1 1.300067.0b1404-1
awscli 1.44.86 1.45.9
boto3 1.42.96 1.43.9
botocore 1.42.96 1.43.9
databricks-sdk 0.105.0 0.108.0
deepdiff 9.0.0 9.1.0
distro-info-data 0.60ubuntu0.5 0.60ubuntu0.6
dkms 3.3.0-1ubuntu1 3.4.0-2ubuntu1
docker-buildx-plugin 0.33.0-1~ubuntu.24.04~noble 0.34.0-1~ubuntu.24.04~noble
docker-ce-cli 29.4.1-1~ubuntu.24.04~noble 29.5.0-1~ubuntu.24.04~noble
docker-ce-rootless-extras 29.4.1-1~ubuntu.24.04~noble 29.5.0-1~ubuntu.24.04~noble
dpkg-dev 1.22.6ubuntu6.5 1.22.6ubuntu6.6
fonttools 4.62.1 4.63.0
fsspec 2026.3.0 2026.4.0
google-auth 2.49.2 2.53.0
greenlet 3.5.0 3.3.2
idna 3.13 3.15
inspectorssmplugin 1.0.485 1.0.496
iproute2 6.1.0-1ubuntu6.2 6.1.0-1ubuntu6.3
jupyter_server 2.17.0 2.18.2
jupyterlab 4.5.6 4.5.7
libcurl3t64-gnutls 8.5.0-2ubuntu10.8 8.5.0-2ubuntu10.9
libcurl4t64 8.5.0-2ubuntu10.8 8.5.0-2ubuntu10.9
libdpkg-perl 1.22.6ubuntu6.5 1.22.6ubuntu6.6
libheif-plugin-aomdec 1.17.6-1ubuntu4.2 1.17.6-1ubuntu4.3
libheif-plugin-aomenc 1.17.6-1ubuntu4.2 1.17.6-1ubuntu4.3
libheif1 1.17.6-1ubuntu4.2 1.17.6-1ubuntu4.3
libkmod2 31+20240202-2ubuntu7.1 31+20240202-2ubuntu7.2
libnghttp2-14 1.59.0-1ubuntu0.2 1.59.0-1ubuntu0.3
libpng-dev 1.6.43-5ubuntu0.5 1.6.43-5ubuntu0.6
libpng-tools 1.6.43-5ubuntu0.5 1.6.43-5ubuntu0.6
libpng16-16t64 1.6.43-5ubuntu0.5 1.6.43-5ubuntu0.6
libxnvctrl0 595.58.03-1ubuntu1 595.71.05-1ubuntu1
linux-aws 6.17.0-1012.12~24.04.1 6.17.0-1015.15~24.04.1
linux-headers-aws 6.17.0-1012.12~24.04.1 6.17.0-1015.15~24.04.1
linux-image-aws 6.17.0-1012.12~24.04.1 6.17.0-1015.15~24.04.1
linux-libc-dev 6.8.0-110.110 6.8.0-117.117
linux-modules-extra-aws 6.17.0-1012.12~24.04.1 6.17.0-1015.15~24.04.1
linux-tools-common 6.8.0-110.110 6.8.0-117.117
lustre-client-utils 2.15.6-1fsx29 2.15.6-1fsx30
markdown-it-py 4.0.0 4.2.0
matplotlib-inline 0.2.1 0.2.2
mistune 3.2.0 3.2.1
mlflow 3.11.1 3.12.0
mlflow-skinny 3.11.1 3.12.0
mlflow-tracing 3.11.1 3.12.0
narwhals 2.20.0 2.21.0
numpy 2.4.4 2.4.5
nvlsm 2025.10.11-1 2025.10.12-1
onnxruntime 1.25.0 1.26.0
open-vm-tools 12.5.0-1~ubuntu0.24.04.2 13.0.0-2~ubuntu0.24.04.1
openssh-client 9.6p1-3ubuntu13.15 9.6p1-3ubuntu13.16
openssh-server 9.6p1-3ubuntu13.15 9.6p1-3ubuntu13.16
openssh-sftp-server 9.6p1-3ubuntu13.15 9.6p1-3ubuntu13.16
packaging 26.2 26.0
paramiko 4.0.0 5.0.0
parso 0.8.6 0.8.7
pip 26.1 26.1.1
platformdirs 4.9.6 4.4.0
propcache 0.4.1 0.5.2
pydantic 2.13.3 2.13.4
pydantic_core 2.46.3 2.46.4
pytz 2026.1.post1 2026.2
requests 2.33.1 2.34.2
s3transfer 0.16.1 0.17.0
sagemaker 3.9.0 3.11.0
sagemaker-core 2.9.0 2.11.0
sagemaker-mlflow 0.3.0 0.4.0
sagemaker-mlops 1.9.0 1.11.0
sagemaker-serve 1.9.0 1.11.0
sagemaker-train 1.9.0 1.11.0
sed 4.9-2build1 4.9-2ubuntu0.24.04.1
starlette 1.0.0 0.52.1
traitlets 5.14.3 5.15.0
tritonclient 2.67.0 2.68.0
urllib3 2.6.3 2.7.0
uvicorn 0.46.0 0.47.0
vim-common 9.1.0016-1ubuntu7.11 9.1.0016-1ubuntu7.13
vim-runtime 9.1.0016-1ubuntu7.11 9.1.0016-1ubuntu7.13
vim-tiny 9.1.0016-1ubuntu7.11 9.1.0016-1ubuntu7.13
wcwidth 0.6.0 0.7.0
wheel 0.46.3 0.47.0
xxd 9.1.0016-1ubuntu7.11 9.1.0016-1ubuntu7.13
zope.event 6.1 6.2
Removed Packages
Package Name
libde265-0
libheif-plugin-libde265
libslirp0
linux-aws-6.17-headers-6.17.0-1012
linux-aws-6.17-tools-6.17.0-1012
linux-headers-6.17.0-1012-aws
linux-image-6.17.0-1012-aws
linux-modules-6.17.0-1012-aws
linux-modules-extra-6.17.0-1012-aws
linux-tools-6.17.0-1012-aws
lustre-client-modules-6.17.0-1012-aws
nvidia-fabricmanager
slirp4netns