Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20251123 - AWS Deep Learning AMIs

Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20251123

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 22.04.5 LTS
compute_architecture x86_64
kernel_version 6.8.0-1043-aws
framework_version 2.7
python_location /opt/pytorch/bin/python
nvidia_driver 580.95.05
default_cuda /usr/local/cuda-12.8/
nvidia_cuda_stack /usr/local/cuda-12.8
gdr_copy 2.5.1
nvidia_container_toolkit_version 1.18.0
efa_version 1.45.0
ofi_nccl_version 1.17.2
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-6.8.0-1043-6.8.0-1043.45~22.04.1
linux-aws-6.8-tools-6.8.0-1043-6.8.0-1043.45~22.04.1
linux-headers-6.8.0-1043-aws-6.8.0-1043.45~22.04.1
linux-image-6.8.0-1043-aws-6.8.0-1043.45~22.04.1
linux-modules-6.8.0-1043-aws-6.8.0-1043.45~22.04.1
linux-modules-extra-6.8.0-1043-aws-6.8.0-1043.45~22.04.1
linux-tools-6.8.0-1043-aws-6.8.0-1043.45~22.04.1
lustre-client-modules-6.8.0-1043-aws-2.15.6-1fsx25
Updated Packages
Package Name Previous Version New Version
amazon-cloudwatch-agent 1.300061.0b1289-1 1.300062.0b1304-1
awscli 1.42.74 1.43.2
boto3 1.40.74 1.41.2
botocore 1.40.74 1.41.2
docker-ce-cli 29.0.1-1~ubuntu.22.04~jammy 29.0.2-1~ubuntu.22.04~jammy
docker-ce-rootless-extras 29.0.1-1~ubuntu.22.04~jammy 29.0.2-1~ubuntu.22.04~jammy
fastapi 0.121.2 0.121.3
ibacm 59.amzn0-1 60.0-1
ibverbs-providers 59.amzn0-1 60.0-1
ibverbs-utils 59.amzn0-1 60.0-1
infiniband-diags 59.amzn0-1 60.0-1
inspectorssmplugin 1.0.412 1.0.419
jupyterlab 4.4.10 4.5.0
libfabric-aws-bin 2.3.1amzn1.0 2.3.1amzn2.0
libfabric-aws-dev 2.3.1amzn1.0 2.3.1amzn2.0
libfabric1-aws 2.3.1amzn1.0 2.3.1amzn2.0
libibmad-dev 59.amzn0-1 60.0-1
libibmad5 59.amzn0-1 60.0-1
libibnetdisc-dev 59.amzn0-1 60.0-1
libibnetdisc5 59.amzn0-1 60.0-1
libibumad-dev 59.amzn0-1 60.0-1
libibumad3 59.amzn0-1 60.0-1
libibverbs-dev 59.amzn0-1 60.0-1
libibverbs1 59.amzn0-1 60.0-1
libmysqlclient21 8.0.43-0ubuntu0.22.04.2 8.0.44-0ubuntu0.22.04.1
libnccl-ofi 1.17.1-1 1.17.2-1
librdmacm-dev 59.amzn0-1 60.0-1
librdmacm1 59.amzn0-1 60.0-1
linux-aws 6.8.0-1041.43~22.04.1 6.8.0-1043.45~22.04.1
linux-headers-aws 6.8.0-1041.43~22.04.1 6.8.0-1043.45~22.04.1
linux-image-aws 6.8.0-1041.43~22.04.1 6.8.0-1043.45~22.04.1
linux-modules-extra-aws 6.8.0-1041.43~22.04.1 6.8.0-1043.45~22.04.1
lustre-client-utils 2.15.6-1fsx21 2.15.6-1fsx25
ml_dtypes 0.5.3 0.5.4
narwhals 2.11.0 2.12.0
platformdirs 4.2.2 4.5.0
rdmacm-utils 59.amzn0-1 60.0-1
rpds-py 0.28.0 0.29.0
ruamel.yaml.clib 0.2.14 0.2.15
s3transfer 0.14.0 0.15.0
sagemaker-core 1.0.66 1.0.68
starlette 0.49.3 0.50.0
typing_extensions 4.12.2 4.15.0
xyzservices 2025.10.0 2025.11.0
zipp 3.23.0 3.19.2
Removed Packages
Package Name
linux-aws-6.8-headers-6.8.0-1041
linux-aws-6.8-tools-6.8.0-1041
linux-headers-6.8.0-1041-aws
linux-image-6.8.0-1041-aws
linux-modules-6.8.0-1041-aws
linux-modules-extra-6.8.0-1041-aws
linux-tools-6.8.0-1041-aws
lustre-client-modules-6.8.0-1041-aws