Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.6.0 (Ubuntu 22.04) 20251018 - AWS Deep Learning AMIs

Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.6.0 (Ubuntu 22.04) 20251018

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
operating_system Ubuntu 22.04.5 LTS
compute_architecture x86_64
kernel_version 6.8.0-1040-aws
framework_version 2.6.0
python_location /opt/pytorch/bin/python
nvidia_driver 580.95.05
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 1.43.3
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

No packages were added in this release.

Updated Packages
Package Name Previous Version New Version
amazon-cloudwatch-agent 1.300059.0b1207-1 1.300060.0b1248-1
arrow 1.3.0 1.4.0
awscli 1.42.46 1.42.55
boto3 1.40.46 1.40.55
botocore 1.40.46 1.40.55
charset-normalizer 3.4.3 3.4.4
containerd.io 1.7.28-0~ubuntu.22.04~jammy 1.7.28-1~ubuntu.22.04~jammy
cryptography 46.0.2 46.0.3
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 2.40.0-1~ubuntu.22.04~jammy 2.40.1-1~ubuntu.22.04~jammy
fastapi 0.118.0 0.119.0
filelock 3.19.1 3.20.0
idna 3.10 3.11
inspectorssmplugin 1.0.399 1.0.401
jupyter_core 5.8.1 5.9.1
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-libc-dev 5.15.0-157.167 5.15.0-160.170
linux-tools-common 5.15.0-157.167 5.15.0-160.170
matplotlib 3.10.6 3.10.7
narwhals 2.7.0 2.8.0
pillow 11.3.0 12.0.0
platformdirs 4.2.2 4.5.0
pydantic 2.12.0 2.12.3
pydantic_core 2.41.1 2.41.4
referencing 0.36.2 0.37.0
rich 14.1.0 14.2.0
sagemaker 2.252.0 2.253.1
schema 0.7.7 0.7.8
shap 0.48.0 0.49.1
snapd 2.68.5+ubuntu22.04.1 2.71+ubuntu22.04
systemd-sysv 249.11-0ubuntu3.16 249.11-0ubuntu3.17
udev 249.11-0ubuntu3.16 249.11-0ubuntu3.17
uvicorn 0.37.0 0.38.0
websocket-client 1.8.0 1.9.0
zipp 3.19.2 3.23.0
Removed Packages
Package Name
linux-aws-6.8-headers-6.8.0-1039
linux-aws-6.8-tools-6.8.0-1039
linux-headers-6.8.0-1039-aws
linux-image-6.8.0-1039-aws
linux-modules-6.8.0-1039-aws
linux-tools-6.8.0-1039-aws
types-python-dateutil