Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260217
For help getting started, see Getting started with DLAMI.
Major Package Versions
supported_ec2_instances
|
G5g, P6e-GB200
|
operating_system
|
Ubuntu 24.04.4 LTS
|
compute_architecture
|
aarch64
|
kernel_version
|
6.14.0-1018-aws
|
framework_version
|
2.8
|
python_location
|
/opt/pytorch/bin/python
|
nvidia_driver
|
580.126.09
|
nvidia_cuda_stack
|
/usr/local/cuda-12.9
|
nvidia_container_toolkit_version
|
1.18.2
|
ofi_nccl_version
|
1.16.3
|
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
GitPython-3.1.46
|
Mako-1.3.10
|
PyNaCl-1.6.2
|
SQLAlchemy-2.0.46
|
aiohappyeyeballs-2.6.1
|
aiohttp-3.13.3
|
aiosignal-1.4.0
|
alembic-1.18.4
|
bcrypt-5.0.0
|
brotli-1.2.0
|
cachetools-6.2.6
|
databricks-sdk-0.88.0
|
deepdiff-8.6.1
|
flask-cors-6.0.2
|
flatbuffers-25.12.19
|
frozenlist-1.8.0
|
gevent-25.9.1
|
geventhttpclient-2.3.7
|
gitdb-4.0.12
|
google-auth-2.48.0
|
greenlet-3.3.1
|
gunicorn-23.0.0
|
huey-2.6.0
|
iniconfig-2.3.0
|
invoke-2.2.1
|
ml_dtypes-0.5.4
|
mlflow-3.9.0
|
mlflow-skinny-3.9.0
|
mlflow-tracing-3.9.0
|
multidict-6.7.1
|
onnx-1.20.1
|
onnxruntime-1.24.1
|
opentelemetry-api-1.39.1
|
opentelemetry-proto-1.39.1
|
opentelemetry-sdk-1.39.1
|
opentelemetry-semantic-conventions-0.60b1
|
orderly-set-5.5.0
|
paramiko-4.0.0
|
pluggy-1.6.0
|
propcache-0.4.1
|
pyasn1_modules-0.4.2
|
pytest-9.0.2
|
python-dotenv-1.2.1
|
python-rapidjson-1.23
|
sagemaker-mlflow-0.2.0
|
sagemaker-mlops-1.4.1
|
sagemaker-schema-inference-artifacts-0.0.5
|
sagemaker-serve-1.4.1
|
sagemaker-train-1.4.1
|
skops-0.13.0
|
smmap-5.0.2
|
sqlparse-0.5.5
|
tritonclient-2.65.0
|
yarl-1.22.0
|
zope.event-6.1
|
zope.interface-8.2
|
Updated Packages
| Package Name | Previous Version | New Version |
|---|---|---|
Authlib
|
1.6.6
|
1.6.8
|
amazon-cloudwatch-agent
|
1.300063.0b1323-1
|
1.300064.0b1337-1
|
awscli
|
1.44.25
|
1.44.40
|
babel
|
2.17.0
|
2.18.0
|
boto3
|
1.42.35
|
1.42.50
|
botocore
|
1.42.35
|
1.42.50
|
cpp-13
|
13.3.0-6ubuntu2~24.04
|
13.3.0-6ubuntu2~24.04.1
|
cpp-13-aarch64-linux-gnu
|
13.3.0-6ubuntu2~24.04
|
13.3.0-6ubuntu2~24.04.1
|
cryptography
|
46.0.3
|
46.0.5
|
debugpy
|
1.8.19
|
1.8.20
|
devscripts
|
2.23.7
|
2.23.7ubuntu0.1
|
docker-buildx-plugin
|
0.30.1-1~ubuntu.24.04~noble
|
0.31.1-1~ubuntu.24.04~noble
|
docker-ce-cli
|
29.2.0-1~ubuntu.24.04~noble
|
29.2.1-1~ubuntu.24.04~noble
|
docker-ce-rootless-extras
|
29.2.0-1~ubuntu.24.04~noble
|
29.2.1-1~ubuntu.24.04~noble
|
fastapi
|
0.128.0
|
0.129.0
|
filelock
|
3.20.3
|
3.24.2
|
fsspec
|
2026.1.0
|
2026.2.0
|
g++-13
|
13.3.0-6ubuntu2~24.04
|
13.3.0-6ubuntu2~24.04.1
|
g++-13-aarch64-linux-gnu
|
13.3.0-6ubuntu2~24.04
|
13.3.0-6ubuntu2~24.04.1
|
gcc-13-aarch64-linux-gnu
|
13.3.0-6ubuntu2~24.04
|
13.3.0-6ubuntu2~24.04.1
|
gcc-13-base
|
13.3.0-6ubuntu2~24.04
|
13.3.0-6ubuntu2~24.04.1
|
gcc-14-base
|
14.2.0-4ubuntu2~24.04
|
14.2.0-4ubuntu2~24.04.1
|
gfortran-13
|
13.3.0-6ubuntu2~24.04
|
13.3.0-6ubuntu2~24.04.1
|
gfortran-13-aarch64-linux-gnu
|
13.3.0-6ubuntu2~24.04
|
13.3.0-6ubuntu2~24.04.1
|
gir1.2-glib-2.0
|
2.80.0-6ubuntu3.7
|
2.80.0-6ubuntu3.8
|
inetutils-telnet
|
2.5-3ubuntu4
|
2.5-3ubuntu4.1
|
initramfs-tools-bin
|
0.142ubuntu25.5
|
0.142ubuntu25.8
|
initramfs-tools-core
|
0.142ubuntu25.5
|
0.142ubuntu25.8
|
inspectorssmplugin
|
1.0.434
|
1.0.441
|
ipython
|
9.9.0
|
9.10.0
|
jupyterlab
|
4.5.3
|
4.5.4
|
libasan8
|
14.2.0-4ubuntu2~24.04
|
14.2.0-4ubuntu2~24.04.1
|
libatomic1
|
14.2.0-4ubuntu2~24.04
|
14.2.0-4ubuntu2~24.04.1
|
libc-bin
|
2.39-0ubuntu8.6
|
2.39-0ubuntu8.7
|
libc-dev-bin
|
2.39-0ubuntu8.6
|
2.39-0ubuntu8.7
|
libc-devtools
|
2.39-0ubuntu8.6
|
2.39-0ubuntu8.7
|
libc6
|
2.39-0ubuntu8.6
|
2.39-0ubuntu8.7
|
libc6-dev
|
2.39-0ubuntu8.6
|
2.39-0ubuntu8.7
|
libcc1-0
|
14.2.0-4ubuntu2~24.04
|
14.2.0-4ubuntu2~24.04.1
|
libdrm-common
|
2.4.122-1~ubuntu0.24.04.2
|
2.4.125-1ubuntu0.1~24.04.1
|
libdrm2
|
2.4.122-1~ubuntu0.24.04.2
|
2.4.125-1ubuntu0.1~24.04.1
|
libexpat1
|
2.6.1-2ubuntu0.3
|
2.6.1-2ubuntu0.4
|
libexpat1-dev
|
2.6.1-2ubuntu0.3
|
2.6.1-2ubuntu0.4
|
libfwupd2
|
1.9.31-0ubuntu1~24.04.1
|
1.9.33-0ubuntu1~24.04.1ubuntu1
|
libgcc-13-dev
|
13.3.0-6ubuntu2~24.04
|
13.3.0-6ubuntu2~24.04.1
|
libgcc-s1
|
14.2.0-4ubuntu2~24.04
|
14.2.0-4ubuntu2~24.04.1
|
libgfortran-13-dev
|
13.3.0-6ubuntu2~24.04
|
13.3.0-6ubuntu2~24.04.1
|
libgfortran5
|
14.2.0-4ubuntu2~24.04
|
14.2.0-4ubuntu2~24.04.1
|
libgirepository-2.0-0
|
2.80.0-6ubuntu3.7
|
2.80.0-6ubuntu3.8
|
libglib2.0-0t64
|
2.80.0-6ubuntu3.7
|
2.80.0-6ubuntu3.8
|
libglib2.0-bin
|
2.80.0-6ubuntu3.7
|
2.80.0-6ubuntu3.8
|
libglib2.0-data
|
2.80.0-6ubuntu3.7
|
2.80.0-6ubuntu3.8
|
libglib2.0-dev
|
2.80.0-6ubuntu3.7
|
2.80.0-6ubuntu3.8
|
libglib2.0-dev-bin
|
2.80.0-6ubuntu3.7
|
2.80.0-6ubuntu3.8
|
libgnutls30t64
|
3.8.3-1.1ubuntu3.4
|
3.8.3-1.1ubuntu3.5
|
libgomp1
|
14.2.0-4ubuntu2~24.04
|
14.2.0-4ubuntu2~24.04.1
|
libhwasan0
|
14.2.0-4ubuntu2~24.04
|
14.2.0-4ubuntu2~24.04.1
|
libitm1
|
14.2.0-4ubuntu2~24.04
|
14.2.0-4ubuntu2~24.04.1
|
libldap-common
|
2.6.7+dfsg-1~exp1ubuntu8.2
|
2.6.10+dfsg-0ubuntu0.24.04.1
|
libldap2
|
2.6.7+dfsg-1~exp1ubuntu8.2
|
2.6.10+dfsg-0ubuntu0.24.04.1
|
liblsan0
|
14.2.0-4ubuntu2~24.04
|
14.2.0-4ubuntu2~24.04.1
|
libmysqlclient21
|
8.0.44-0ubuntu0.24.04.2
|
8.0.45-0ubuntu0.24.04.1
|
libnuma1
|
2.0.18-1build1
|
2.0.18-1ubuntu0.24.04.1
|
libpng-dev
|
1.6.43-5ubuntu0.3
|
1.6.43-5ubuntu0.5
|
libpng-tools
|
1.6.43-5ubuntu0.3
|
1.6.43-5ubuntu0.5
|
libpng16-16t64
|
1.6.43-5ubuntu0.3
|
1.6.43-5ubuntu0.5
|
libpython3.12-dev
|
3.12.3-1ubuntu0.10
|
3.12.3-1ubuntu0.11
|
libpython3.12-minimal
|
3.12.3-1ubuntu0.10
|
3.12.3-1ubuntu0.11
|
libpython3.12-stdlib
|
3.12.3-1ubuntu0.10
|
3.12.3-1ubuntu0.11
|
libpython3.12t64
|
3.12.3-1ubuntu0.10
|
3.12.3-1ubuntu0.11
|
libssl-dev
|
3.0.13-0ubuntu3.6
|
3.0.13-0ubuntu3.7
|
libssl3t64
|
3.0.13-0ubuntu3.6
|
3.0.13-0ubuntu3.7
|
libstdc++-13-dev
|
13.3.0-6ubuntu2~24.04
|
13.3.0-6ubuntu2~24.04.1
|
libstdc++6
|
14.2.0-4ubuntu2~24.04
|
14.2.0-4ubuntu2~24.04.1
|
libtsan2
|
14.2.0-4ubuntu2~24.04
|
14.2.0-4ubuntu2~24.04.1
|
libubsan1
|
14.2.0-4ubuntu2~24.04
|
14.2.0-4ubuntu2~24.04.1
|
linux-libc-dev
|
6.8.0-90.91
|
6.8.0-100.100
|
linux-tools-common
|
6.8.0-90.91
|
6.8.0-100.100
|
locales
|
2.39-0ubuntu8.6
|
2.39-0ubuntu8.7
|
lustre-client-modules-6.14.0-1018-aws
|
2.15.6-1fsx25
|
2.15.6-1fsx26
|
lustre-client-utils
|
2.15.6-1fsx25
|
2.15.6-1fsx26
|
marshmallow
|
4.2.1
|
4.2.2
|
motd-news-config
|
13ubuntu10.3
|
13ubuntu10.4
|
narwhals
|
2.15.0
|
2.16.0
|
nbconvert
|
7.16.6
|
7.17.0
|
packaging
|
24.2
|
25.0
|
pandas
|
3.0.0
|
2.3.3
|
parso
|
0.8.5
|
0.8.6
|
pillow
|
12.1.0
|
12.1.1
|
pip
|
25.3
|
26.0.1
|
platformdirs
|
4.4.0
|
4.9.2
|
protobuf
|
6.31.1
|
6.33.5
|
psutil
|
7.2.1
|
7.2.2
|
pyarrow
|
23.0.0
|
22.0.0
|
python-apt-common
|
2.7.7ubuntu5.1
|
2.7.7ubuntu5.2
|
python3-apt
|
2.7.7ubuntu5.1
|
2.7.7ubuntu5.2
|
python3-distupgrade
|
24.04.27
|
24.04.28
|
python3.12-dev
|
3.12.3-1ubuntu0.10
|
3.12.3-1ubuntu0.11
|
python3.12-minimal
|
3.12.3-1ubuntu0.10
|
3.12.3-1ubuntu0.11
|
python3.12-venv
|
3.12.3-1ubuntu0.10
|
3.12.3-1ubuntu0.11
|
rich
|
14.3.1
|
13.9.4
|
sagemaker
|
2.256.1
|
3.4.1
|
sagemaker-core
|
1.0.74
|
2.4.1
|
setuptools
|
80.10.2
|
81.0.0
|
starlette
|
0.50.0
|
0.52.1
|
telnet
|
2.5-3ubuntu4
|
2.5-3ubuntu4.1
|
tenacity
|
9.1.2
|
9.1.4
|
tqdm
|
4.67.1
|
4.67.3
|
typer
|
0.21.1
|
0.24.0
|
ubuntu-release-upgrader-core
|
24.04.27
|
24.04.28
|
uvicorn
|
0.40.0
|
0.41.0
|
wcwidth
|
0.4.0
|
0.6.0
|
Removed Packages
| Package Name |
|---|
google-pasta
|
multiprocess
|
pathos
|
pox
|
ppft
|
