Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20260222
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
|
6.8.0-1046-aws
|
framework_version
|
2.7
|
python_location
|
/opt/pytorch/bin/python
|
nvidia_driver
|
580.126.09
|
nvidia_cuda_stack
|
/usr/local/cuda-12.8
|
gdr_copy
|
2.5.1
|
nvidia_container_toolkit_version
|
1.18.2
|
efa_version
|
1.45.0
|
ofi_nccl_version
|
1.17.2
|
nvme_location
|
/opt/dlami/nvme
|
ebs_volume_type
|
gp3
|
ssm_agent_version
|
3.3.3050.0
|
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-6.8.0-1046-6.8.0-1046.49~22.04.1
|
linux-aws-6.8-tools-6.8.0-1046-6.8.0-1046.49~22.04.1
|
linux-headers-6.8.0-1046-aws-6.8.0-1046.49~22.04.1
|
linux-image-6.8.0-1046-aws-6.8.0-1046.49~22.04.1
|
linux-modules-6.8.0-1046-aws-6.8.0-1046.49~22.04.1
|
linux-modules-extra-6.8.0-1046-aws-6.8.0-1046.49~22.04.1
|
linux-tools-6.8.0-1046-aws-6.8.0-1046.49~22.04.1
|
lustre-client-modules-6.8.0-1046-aws-2.15.6-1fsx26
|
Updated Packages
| Package Name | Previous Version | New Version |
|---|---|---|
Flask
|
3.1.2
|
3.1.3
|
Werkzeug
|
3.1.5
|
3.1.6
|
async-lru
|
2.1.0
|
2.2.0
|
awscli
|
1.44.39
|
1.44.44
|
boto3
|
1.42.49
|
1.42.54
|
botocore
|
1.42.49
|
1.42.54
|
cachetools
|
6.2.6
|
7.0.1
|
cloud-init
|
25.2-0ubuntu1~22.04.1
|
25.3-0ubuntu1~22.04.1
|
cpp-11
|
11.4.0-1ubuntu1~22.04.2
|
11.4.0-1ubuntu1~22.04.3
|
databricks-sdk
|
0.88.0
|
0.91.0
|
fastapi
|
0.129.0
|
0.129.2
|
filelock
|
3.24.0
|
3.24.3
|
g++-11
|
11.4.0-1ubuntu1~22.04.2
|
11.4.0-1ubuntu1~22.04.3
|
gcc-11-base
|
11.4.0-1ubuntu1~22.04.2
|
11.4.0-1ubuntu1~22.04.3
|
gfortran-11
|
11.4.0-1ubuntu1~22.04.2
|
11.4.0-1ubuntu1~22.04.3
|
greenlet
|
3.3.1
|
3.3.2
|
gunicorn
|
23.0.0
|
25.1.0
|
libasan6
|
11.4.0-1ubuntu1~22.04.2
|
11.4.0-1ubuntu1~22.04.3
|
libgcc-11-dev
|
11.4.0-1ubuntu1~22.04.2
|
11.4.0-1ubuntu1~22.04.3
|
libgfortran-11-dev
|
11.4.0-1ubuntu1~22.04.2
|
11.4.0-1ubuntu1~22.04.3
|
libgnutls30
|
3.7.3-4ubuntu1.7
|
3.7.3-4ubuntu1.8
|
libssh-4
|
0.9.6-2ubuntu0.22.04.5
|
0.9.6-2ubuntu0.22.04.6
|
libstdc++-11-dev
|
11.4.0-1ubuntu1~22.04.2
|
11.4.0-1ubuntu1~22.04.3
|
libtsan0
|
11.4.0-1ubuntu1~22.04.2
|
11.4.0-1ubuntu1~22.04.3
|
linux-aws
|
6.8.0-1045.47~22.04.1
|
6.8.0-1046.49~22.04.1
|
linux-headers-aws
|
6.8.0-1045.47~22.04.1
|
6.8.0-1046.49~22.04.1
|
linux-image-aws
|
6.8.0-1045.47~22.04.1
|
6.8.0-1046.49~22.04.1
|
linux-modules-extra-aws
|
6.8.0-1045.47~22.04.1
|
6.8.0-1046.49~22.04.1
|
mlflow
|
3.9.0
|
3.10.0
|
mlflow-skinny
|
3.9.0
|
3.10.0
|
mlflow-tracing
|
3.9.0
|
3.10.0
|
numba
|
0.63.1
|
0.64.0
|
onnxruntime
|
1.24.1
|
1.24.2
|
pyarrow
|
22.0.0
|
23.0.1
|
pybind11
|
3.0.1
|
3.0.2
|
regex
|
2026.1.15
|
2026.2.19
|
s3fs
|
2026.2.0
|
0.4.2
|
typer
|
0.23.1
|
0.24.1
|
uvicorn
|
0.40.0
|
0.41.0
|
Removed Packages
| Package Name |
|---|
aiobotocore
|
aioitertools
|
linux-aws-6.8-headers-6.8.0-1044
|
linux-aws-6.8-headers-6.8.0-1045
|
linux-aws-6.8-tools-6.8.0-1044
|
linux-aws-6.8-tools-6.8.0-1045
|
linux-headers-6.8.0-1044-aws
|
linux-headers-6.8.0-1045-aws
|
linux-image-6.8.0-1044-aws
|
linux-image-6.8.0-1045-aws
|
linux-modules-6.8.0-1044-aws
|
linux-modules-6.8.0-1045-aws
|
linux-modules-extra-6.8.0-1045-aws
|
linux-tools-6.8.0-1044-aws
|
linux-tools-6.8.0-1045-aws
|
lustre-client-modules-6.8.0-1045-aws
|
wrapt
|
