Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.8 (Ubuntu 24.04) 20260421
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
|
6.17.0-1012-aws
|
framework_version
|
2.8
|
python_location
|
/opt/pytorch/bin/python
|
nvidia_driver
|
580.126.09
|
nvidia_cuda_stack
|
/usr/local/cuda-12.9
|
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
linux-aws-6.17-headers-6.17.0-1010-6.17.0-1010.10~24.04.1
|
linux-aws-6.17-headers-6.17.0-1012-6.17.0-1012.12~24.04.1
|
linux-aws-6.17-tools-6.17.0-1010-6.17.0-1010.10~24.04.1
|
linux-aws-6.17-tools-6.17.0-1012-6.17.0-1012.12~24.04.1
|
linux-headers-6.17.0-1010-aws-6.17.0-1010.10~24.04.1
|
linux-headers-6.17.0-1012-aws-6.17.0-1012.12~24.04.1
|
linux-image-6.17.0-1010-aws-6.17.0-1010.10~24.04.1
|
linux-image-6.17.0-1012-aws-6.17.0-1012.12~24.04.1
|
linux-modules-6.17.0-1010-aws-6.17.0-1010.10~24.04.1
|
linux-modules-6.17.0-1012-aws-6.17.0-1012.12~24.04.1
|
linux-modules-extra-6.17.0-1012-aws-6.17.0-1012.12~24.04.1
|
linux-tools-6.17.0-1010-aws-6.17.0-1010.10~24.04.1
|
linux-tools-6.17.0-1012-aws-6.17.0-1012.12~24.04.1
|
lustre-client-modules-6.17.0-1012-aws-2.15.6-1fsx28
|
mmh3-5.2.1
|
pyiceberg-0.11.1
|
pyroaring-1.0.4
|
strictyaml-1.7.3
|
zstandard-0.25.0
|
Updated Packages
| Package Name | Previous Version | New Version |
|---|---|---|
Mako
|
1.3.10
|
1.3.11
|
Pygments
|
2.19.2
|
2.20.0
|
SQLAlchemy
|
2.0.48
|
2.0.49
|
Werkzeug
|
3.1.6
|
3.1.8
|
aiohttp
|
3.13.3
|
3.13.5
|
amazon-cloudwatch-agent
|
1.300064.1b1344-1
|
1.300066.1b1374-1
|
anyio
|
4.12.1
|
4.13.0
|
awscli
|
1.44.63
|
1.44.82
|
bind9-dnsutils
|
9.18.39-0ubuntu0.24.04.2
|
9.18.39-0ubuntu0.24.04.3
|
bind9-host
|
9.18.39-0ubuntu0.24.04.2
|
9.18.39-0ubuntu0.24.04.3
|
bind9-libs
|
9.18.39-0ubuntu0.24.04.2
|
9.18.39-0ubuntu0.24.04.3
|
boto3
|
1.42.73
|
1.42.92
|
botocore
|
1.42.73
|
1.42.92
|
cachetools
|
7.0.5
|
6.2.6
|
captum
|
0.8.0
|
0.9.0
|
charset-normalizer
|
3.4.6
|
3.4.7
|
click
|
8.3.1
|
8.3.2
|
containerd.io
|
2.2.2-1~ubuntu.24.04~noble
|
2.2.3-1~ubuntu.24.04~noble
|
cryptography
|
46.0.5
|
46.0.7
|
databricks-sdk
|
0.102.0
|
0.103.0
|
deepdiff
|
8.6.2
|
9.0.0
|
devscripts
|
2.23.7ubuntu0.1
|
2.23.7ubuntu0.2
|
docker-buildx-plugin
|
0.31.1-1~ubuntu.24.04~noble
|
0.33.0-1~ubuntu.24.04~noble
|
docker-ce-cli
|
29.3.0-1~ubuntu.24.04~noble
|
29.4.1-1~ubuntu.24.04~noble
|
docker-ce-rootless-extras
|
29.3.0-1~ubuntu.24.04~noble
|
29.4.1-1~ubuntu.24.04~noble
|
docker-compose-plugin
|
5.1.1-1~ubuntu.24.04~noble
|
5.1.3-1~ubuntu.24.04~noble
|
efa
|
2.17.3-1.amzn1
|
3.0.0-1.amzn1
|
efa-nv-peermem
|
1.2.2-1.amzn1
|
1.2.3-1.amzn1
|
fastapi
|
0.135.1
|
0.136.0
|
filelock
|
3.25.2
|
3.29.0
|
fsspec
|
2026.2.0
|
2026.3.0
|
gevent
|
25.9.1
|
26.4.0
|
google-auth
|
2.49.1
|
2.49.2
|
greenlet
|
3.3.2
|
3.4.0
|
gunicorn
|
25.1.0
|
25.3.0
|
ibacm
|
60.0-1
|
61.0-1
|
ibverbs-providers
|
60.0-1
|
61.0-1
|
ibverbs-utils
|
60.0-1
|
61.0-1
|
idna
|
3.11
|
3.12
|
infiniband-diags
|
60.0-1
|
61.0-1
|
inspectorssmplugin
|
1.0.456
|
1.0.484
|
invoke
|
2.2.1
|
3.0.3
|
ipython
|
9.11.0
|
9.12.0
|
json5
|
0.13.0
|
0.14.0
|
jsonpointer
|
3.1.0
|
3.1.1
|
jupyter-events
|
0.12.0
|
0.12.1
|
jupyter-lsp
|
2.3.0
|
2.3.1
|
libapparmor1
|
4.0.1really4.0.1-0ubuntu0.24.04.5
|
4.0.1really4.0.1-0ubuntu0.24.04.6
|
libarchive13t64
|
3.7.2-2ubuntu0.5
|
3.7.2-2ubuntu0.6
|
libcap2-bin
|
2.66-5ubuntu2.2
|
2.66-5ubuntu2.4
|
libfabric-aws-bin
|
2.3.1amzn2.0
|
2.4.0amzn1.0
|
libfabric-aws-dev
|
2.3.1amzn2.0
|
2.4.0amzn1.0
|
libfabric1-aws
|
2.3.1amzn2.0
|
2.4.0amzn1.0
|
libfwupd2
|
1.9.33-0ubuntu1~24.04.1ubuntu1
|
1.9.34-0ubuntu1~24.04.1
|
libibmad-dev
|
60.0-1
|
61.0-1
|
libibmad5
|
60.0-1
|
61.0-1
|
libibnetdisc-dev
|
60.0-1
|
61.0-1
|
libibnetdisc5
|
60.0-1
|
61.0-1
|
libibumad-dev
|
60.0-1
|
61.0-1
|
libibumad3
|
60.0-1
|
61.0-1
|
libibverbs-dev
|
60.0-1
|
61.0-1
|
libibverbs1
|
60.0-1
|
61.0-1
|
libnccl-ofi
|
1.17.2-1
|
1.18.0-1
|
libnetplan1
|
1.1.2-8ubuntu1~24.04.1
|
1.1.2-8ubuntu1~24.04.2
|
libnss-systemd
|
255.4-1ubuntu8.12
|
255.4-1ubuntu8.15
|
libntfs-3g89t64
|
2022.10.3-1.2ubuntu3
|
2022.10.3-1.2ubuntu3.1
|
libpam-cap
|
2.66-5ubuntu2.2
|
2.66-5ubuntu2.4
|
libpam-systemd
|
255.4-1ubuntu8.12
|
255.4-1ubuntu8.15
|
libpolkit-agent-1-0
|
124-2ubuntu1.24.04.2
|
124-2ubuntu1.24.04.3
|
libpolkit-gobject-1-0
|
124-2ubuntu1.24.04.2
|
124-2ubuntu1.24.04.3
|
librdmacm-dev
|
60.0-1
|
61.0-1
|
librdmacm1
|
60.0-1
|
61.0-1
|
libssl-dev
|
3.0.13-0ubuntu3.7
|
3.0.13-0ubuntu3.9
|
libssl3t64
|
3.0.13-0ubuntu3.7
|
3.0.13-0ubuntu3.9
|
libsystemd-shared
|
255.4-1ubuntu8.12
|
255.4-1ubuntu8.15
|
libsystemd0
|
255.4-1ubuntu8.12
|
255.4-1ubuntu8.15
|
libtiff6
|
4.5.1+git230720-4ubuntu2.4
|
4.5.1+git230720-4ubuntu2.5
|
libudev-dev
|
255.4-1ubuntu8.12
|
255.4-1ubuntu8.15
|
libudev1
|
255.4-1ubuntu8.12
|
255.4-1ubuntu8.15
|
libxml-parser-perl
|
2.47-1build3
|
2.47-1ubuntu0.24.04.1
|
libxnvctrl0
|
595.45.04-1ubuntu1
|
595.58.03-1ubuntu1
|
linux-aws
|
6.17.0-1009.9~24.04.2
|
6.17.0-1012.12~24.04.1
|
linux-headers-aws
|
6.17.0-1009.9~24.04.2
|
6.17.0-1012.12~24.04.1
|
linux-image-aws
|
6.17.0-1009.9~24.04.2
|
6.17.0-1012.12~24.04.1
|
linux-libc-dev
|
6.8.0-106.106
|
6.8.0-110.110
|
linux-modules-extra-aws
|
6.17.0-1009.9~24.04.2
|
6.17.0-1012.12~24.04.1
|
linux-tools-common
|
6.8.0-106.106
|
6.8.0-110.110
|
llvmlite
|
0.46.0
|
0.47.0
|
lshw
|
02.19.git.2021.06.19.996aaad9c7-2build3
|
02.19.git.2021.06.19.996aaad9c7-2ubuntu0.24.04.1
|
mlflow
|
3.10.1
|
3.11.1
|
mlflow-skinny
|
3.10.1
|
3.11.1
|
mlflow-tracing
|
3.10.1
|
3.11.1
|
narwhals
|
2.18.0
|
2.20.0
|
nbconvert
|
7.17.0
|
7.17.1
|
netplan-generator
|
1.1.2-8ubuntu1~24.04.1
|
1.1.2-8ubuntu1~24.04.2
|
numba
|
0.64.0
|
0.65.0
|
numpy
|
1.26.4
|
2.4.4
|
onnx
|
1.20.1
|
1.21.0
|
onnx-ir
|
0.2.0
|
0.2.1
|
onnxscript
|
0.6.2
|
0.7.0
|
openmpi50-aws
|
5.0.8
|
5.0.9
|
opentelemetry-api
|
1.40.0
|
1.41.0
|
opentelemetry-proto
|
1.40.0
|
1.41.0
|
opentelemetry-sdk
|
1.40.0
|
1.41.0
|
opentelemetry-semantic-conventions
|
0.61b0
|
0.62b0
|
pillow
|
12.1.1
|
12.2.0
|
platformdirs
|
4.4.0
|
4.9.6
|
polkitd
|
124-2ubuntu1.24.04.2
|
124-2ubuntu1.24.04.3
|
pollinate
|
4.33-3.1ubuntu1.1
|
4.33-3.1ubuntu1.3
|
prometheus_client
|
0.24.1
|
0.25.0
|
pybind11
|
3.0.2
|
3.0.4
|
pydantic
|
2.9.2
|
2.13.3
|
pydantic_core
|
2.23.4
|
2.46.3
|
pytest
|
9.0.2
|
9.0.3
|
python-json-logger
|
4.0.0
|
4.1.0
|
python3-jwt
|
2.7.0-1
|
2.7.0-1ubuntu0.1
|
python3-netplan
|
1.1.2-8ubuntu1~24.04.1
|
1.1.2-8ubuntu1~24.04.2
|
python3-openssl
|
23.2.0-1
|
23.2.0-1ubuntu0.1
|
python3-pyasn1
|
0.4.8-4ubuntu0.1
|
0.4.8-4ubuntu0.2
|
rdmacm-utils
|
60.0-1
|
61.0-1
|
requests
|
2.32.5
|
2.33.1
|
rich
|
14.3.3
|
14.3.4
|
rsyslog
|
8.2312.0-3ubuntu9.1
|
8.2312.0-3ubuntu9.2
|
sagemaker
|
3.6.0
|
3.8.0
|
sagemaker-core
|
2.6.0
|
2.8.0
|
sagemaker-mlops
|
1.6.0
|
1.8.0
|
sagemaker-serve
|
1.6.0
|
1.8.0
|
sagemaker-train
|
1.6.0
|
1.8.0
|
setuptools
|
81.0.0
|
82.0.1
|
shap
|
0.49.1
|
0.51.0
|
skops
|
0.13.0
|
0.14.0
|
snapd
|
2.73+ubuntu24.04.2
|
2.74.1+ubuntu24.04.4
|
starlette
|
0.52.1
|
1.0.0
|
systemd-dev
|
255.4-1ubuntu8.12
|
255.4-1ubuntu8.15
|
systemd-resolved
|
255.4-1ubuntu8.12
|
255.4-1ubuntu8.15
|
systemd-sysv
|
255.4-1ubuntu8.12
|
255.4-1ubuntu8.15
|
tritonclient
|
2.66.0
|
2.67.0
|
tzdata
|
2025.3
|
2026.1
|
tzdata-legacy
|
2025b-0ubuntu0.24.04.1
|
2026a-0ubuntu0.24.04.1
|
udev
|
255.4-1ubuntu8.12
|
255.4-1ubuntu8.15
|
uvicorn
|
0.42.0
|
0.45.0
|
vim-common
|
9.1.0016-1ubuntu7.10
|
9.1.0016-1ubuntu7.11
|
vim-runtime
|
9.1.0016-1ubuntu7.10
|
9.1.0016-1ubuntu7.11
|
vim-tiny
|
9.1.0016-1ubuntu7.10
|
9.1.0016-1ubuntu7.11
|
xxd
|
9.1.0016-1ubuntu7.10
|
9.1.0016-1ubuntu7.11
|
xyzservices
|
2025.11.0
|
2026.3.0
|
zope.interface
|
8.2
|
8.3
|
Removed Packages
| Package Name |
|---|
Authlib
|
dparse
|
linux-aws-6.17-headers-6.17.0-1007
|
linux-aws-6.17-headers-6.17.0-1009
|
linux-aws-6.17-tools-6.17.0-1007
|
linux-aws-6.17-tools-6.17.0-1009
|
linux-headers-6.17.0-1007-aws
|
linux-headers-6.17.0-1009-aws
|
linux-image-6.17.0-1007-aws
|
linux-image-6.17.0-1009-aws
|
linux-modules-6.17.0-1007-aws
|
linux-modules-6.17.0-1009-aws
|
linux-modules-extra-6.17.0-1009-aws
|
linux-tools-6.17.0-1007-aws
|
linux-tools-6.17.0-1009-aws
|
lustre-client-modules-6.17.0-1009-aws
|
marshmallow
|
nltk
|
regex
|
ruamel.yaml
|
safety-schemas
|
shellingham
|
tomlkit
|
typer
|
