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Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20260418 - AWS Deep Learning AMIs

Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20260418

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 Amazon Linux 2023.11.20260413
compute_architecture x86_64
kernel_version 6.1.166-197.305.amzn2023.x86_64
framework_version 2.9
python_location /opt/pytorch/bin/python
nvidia_driver 580.126.09
gdr_copy 2.5.2
nvidia_container_toolkit_version 1.19.0
efa_version 1.47.0
ofi_nccl_version 1.18.0
ebs_volume_type gp3
ssm_agent_version 3.3.4108.0
containerd_version 2.2.1+unknown
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
kernel-livepatch-6.1.166-197.305-1.0-0.amzn2023
libbpf-1.6.1-3.amzn2023
libnghttp3-1.15.0-1.amzn2023.0.1
libnghttp3-devel-1.15.0-1.amzn2023.0.1
mailcap-2.1.49-3.amzn2023.0.3
mmh3-5.2.1
ngtcp2-1.21.0-1.amzn2023.0.1
ngtcp2-crypto-ossl-1.21.0-1.amzn2023.0.1
ngtcp2-crypto-ossl-devel-1.21.0-1.amzn2023.0.1
ngtcp2-devel-1.21.0-1.amzn2023.0.1
perl-Class-Inspector-1.36-5.amzn2023.0.2
perl-Clone-0.47-4.amzn2023.0.1
perl-Data-Dump-1.25-14.amzn2023.0.1
perl-Digest-HMAC-1.05-4.amzn2023.0.1
perl-Exporter-Tiny-1.006003-2.amzn2023.0.1
perl-File-Listing-6.14-2.amzn2023.0.2
perl-File-ShareDir-1.118-2.amzn2023.0.2
perl-HTML-Parser-3.76-1.amzn2023.0.2
perl-HTML-Tagset-3.24-5.amzn2023.0.1
perl-HTTP-Cookies-6.10-2.amzn2023.0.2
perl-HTTP-Date-6.06-8.amzn2023.0.1
perl-HTTP-Message-6.34-1.amzn2023.0.2
perl-HTTP-Negotiate-6.01-28.amzn2023.0.2
perl-IO-HTML-1.004-2.amzn2023.0.2
perl-IO-Socket-SSL-2.075-1.amzn2023.0.3
perl-LWP-MediaTypes-6.04-7.amzn2023.0.2
perl-Lexical-SealRequireHints-0.011-15.amzn2023.0.2
perl-Lexical-Var-0.009-25.amzn2023.0.2
perl-List-MoreUtils-0.430-2.amzn2023.0.2
perl-List-MoreUtils-XS-0.430-2.amzn2023.0.3
perl-Module-Pluggable-5.2-16.amzn2023.0.2
perl-Module-Runtime-0.016-11.amzn2023.0.2
perl-NTLM-1.09-28.amzn2023.0.2
perl-Net-HTTP-6.21-1.amzn2023.0.2
perl-Net-SSLeay-1.94-3.amzn2023.0.2
perl-TimeDate-2.33-4.amzn2023.0.2
perl-Try-Tiny-0.30-11.amzn2023.0.2
perl-WWW-RobotRules-6.02-28.amzn2023.0.2
perl-libwww-perl-6.58-1.amzn2023.0.2
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 1.300064.1-1.amzn2023 1.300064.2-1.amzn2023
amazon-ec2-net-utils 2.7.1-1.amzn2023.0.1 2.7.1-1.amzn2023.0.2
amazon-linux-repo-s3 2023.10.20260302-0.amzn2023 2023.11.20260413-0.amzn2023
amazon-ssm-agent 3.3.3598.0-1.amzn2023 3.3.4108.0-1.amzn2023
anyio 4.12.1 4.13.0
awscli 1.44.63 1.44.81
bind-libs 9.18.33-1.amzn2023.0.4 9.18.33-1.amzn2023.0.5
bind-license 9.18.33-1.amzn2023.0.4 9.18.33-1.amzn2023.0.5
bind-utils 9.18.33-1.amzn2023.0.4 9.18.33-1.amzn2023.0.5
boto3 1.42.73 1.42.91
botocore 1.42.73 1.42.91
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 2.2.1-1.amzn2023.0.1 2.2.1-1.amzn2023.0.2
cryptography 46.0.5 46.0.7
curl-minimal 8.17.0-1.amzn2023.0.1 8.17.0-1.amzn2023.0.2
deepdiff 8.6.2 9.0.0
dnf-plugin-support-info 1.11-1.amzn2023 1.12-1.amzn2023
docker 25.0.14-1.amzn2023.0.2 25.0.14-1.amzn2023.0.3
efa 2.17.3-1.amzn2023 3.0.0-1.amzn2023
efa-nv-peermem 1.2.2-1.amzn2023 1.2.3-1.amzn2023
exiv2 0.28.5-129.amzn2023 0.28.5-132.amzn2023
exiv2-libs 0.28.5-129.amzn2023 0.28.5-132.amzn2023
fastapi 0.135.1 0.136.0
filelock 3.25.2 3.28.0
freetype 2.13.2-5.amzn2023.0.1 2.13.2-5.amzn2023.0.2
fsspec 2026.2.0 2026.3.0
gdk-pixbuf2 2.42.12-180.amzn2023 2.42.12-185.amzn2023
gdk-pixbuf2-modules 2.42.12-180.amzn2023 2.42.12-185.amzn2023
gevent 25.9.1 26.4.0
giflib 5.2.1-9.amzn2023.0.2 5.2.1-9.amzn2023.0.3
gnutls 3.8.3-8.amzn2023.0.1 3.8.3-8.amzn2023.0.2
google-auth 2.49.1 2.49.2
greenlet 3.3.2 3.4.0
gstreamer1-plugins-base 1.24.10-1.amzn2023.0.2 1.24.10-1.amzn2023.0.3
gunicorn 25.1.0 25.3.0
ibacm 59.amzn0-1.amzn2023 61.0-1.amzn2023
infiniband-diags 59.amzn0-1.amzn2023 61.0-1.amzn2023
infiniband-diags-compat 59.amzn0-1.amzn2023 61.0-1.amzn2023
inspectorssmplugin 1.0.456-1 1.0.483-1
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-lsp 2.3.0 2.3.1
kernel 6.1.163-186.299.amzn2023 6.1.166-197.305.amzn2023
kernel-devel 6.1.163-186.299.amzn2023 6.1.166-197.305.amzn2023
kernel-headers 6.1.163-186.299.amzn2023 6.1.166-197.305.amzn2023
kernel-livepatch-repo-s3 2023.10.20260302-0.amzn2023 2023.11.20260413-0.amzn2023
kernel-modules-extra 6.1.163-186.299.amzn2023 6.1.166-197.305.amzn2023
kernel-modules-extra-common 6.1.163-186.299.amzn2023 6.1.166-197.305.amzn2023
kernel-tools 6.1.163-186.299.amzn2023 6.1.166-197.305.amzn2023
lcms2 2.16-73.amzn2023 2.16-74.amzn2023
libcurl-devel 8.17.0-1.amzn2023.0.1 8.17.0-1.amzn2023.0.2
libcurl-minimal 8.17.0-1.amzn2023.0.1 8.17.0-1.amzn2023.0.2
libfabric-aws 2.3.1amzn1.0-1.amzn2023 2.4.0amzn1.0-1.amzn2023
libfabric-aws-devel 2.3.1amzn1.0-1.amzn2023 2.4.0amzn1.0-1.amzn2023
libibumad 59.amzn0-1.amzn2023 61.0-1.amzn2023
libibverbs 59.amzn0-1.amzn2023 61.0-1.amzn2023
libibverbs-utils 59.amzn0-1.amzn2023 61.0-1.amzn2023
libnccl-ofi 1.17.1-1.amzn2023 1.18.0-1.amzn2023
libnghttp2 1.59.0-3.amzn2023.0.1 1.59.0-3.amzn2023.0.2
libnghttp2-devel 1.59.0-3.amzn2023.0.1 1.59.0-3.amzn2023.0.2
libpng 1.6.37-10.amzn2023.0.11 1.6.37-10.amzn2023.0.12
librdmacm 59.amzn0-1.amzn2023 61.0-1.amzn2023
librdmacm-utils 59.amzn0-1.amzn2023 61.0-1.amzn2023
libssh 0.10.6-1.amzn2023.0.4 0.10.6-1.amzn2023.0.5
libssh-config 0.10.6-1.amzn2023.0.4 0.10.6-1.amzn2023.0.5
libssh-devel 0.10.6-1.amzn2023.0.4 0.10.6-1.amzn2023.0.5
libtiff 4.4.0-4.amzn2023.0.24 4.4.0-4.amzn2023.0.26
llvmlite 0.46.0 0.47.0
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 2.19.0
nbconvert 7.17.0 7.17.1
ncurses 6.2-4.20200222.amzn2023.0.6 6.6-1.amzn2023.0.1
ncurses-base 6.2-4.20200222.amzn2023.0.6 6.6-1.amzn2023.0.1
ncurses-libs 6.2-4.20200222.amzn2023.0.6 6.6-1.amzn2023.0.1
numba 0.64.0 0.65.0
numpy 1.26.4 2.4.4
nvidia-nvml-dev 13.2.51 13.2.82
onnx 1.20.1 1.21.0
openexr-libs 3.1.5-1.amzn2023.0.6 3.1.5-1.amzn2023.0.8
openmpi40-aws 4.1.7-2 4.1.7-3
openmpi50-aws 5.0.8amzn1-11 5.0.9amzn1-11
openssl 3.2.2-1.amzn2023.0.5 3.5.5-1.amzn2023.0.4
openssl-devel 3.2.2-1.amzn2023.0.5 3.5.5-1.amzn2023.0.4
openssl-fips-provider-latest 3.2.2-1.amzn2023.0.5 3.5.5-1.amzn2023.0.4
openssl-libs 3.2.2-1.amzn2023.0.5 3.5.5-1.amzn2023.0.4
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
packaging 26.0 26.1
perl-Archive-Tar 2.40-1.amzn2023.0.2 3.04-522.amzn2023.0.1
perl-CPAN-Meta 2.150010-458.amzn2023.0.2 2.150013-1.amzn2023.0.1
perl-CPAN-Meta-Requirements 2.140-459.amzn2023.0.2 2.145-1.amzn2023.0.1
perl-CPAN-Meta-YAML 0.018-459.amzn2023.0.2 0.020-522.amzn2023.0.1
perl-Compress-Raw-Bzip2 2.101-3.amzn2023.0.2 2.217-1.amzn2023.0.1
perl-Compress-Raw-Lzma 2.101-1.amzn2023.0.2 2.221-1.amzn2023.0.1
perl-Compress-Raw-Zlib 2.101-3.amzn2023.0.2 2.221-1.amzn2023.0.1
perl-Config-Perl-V 0.33-2.amzn2023.0.2 0.39-1.amzn2023.0.1
perl-Data-Dumper 2.174-460.amzn2023.0.2 2.191-522.amzn2023.0.2
perl-Devel-PPPort 3.62-2.amzn2023.0.2 3.73-522.amzn2023.0.1
perl-Devel-Size 0.83-8.amzn2023.0.2 0.86-1.amzn2023.0.1
perl-Digest-MD5 2.58-2.amzn2023.0.2 2.59-521.amzn2023.0.1
perl-Digest-SHA 6.02-459.amzn2023.0.2 6.04-522.amzn2023.0.1
perl-Encode 3.15-462.amzn2023.0.2 3.21-520.amzn2023.0.1
perl-Encode-devel 3.15-462.amzn2023.0.2 3.21-520.amzn2023.0.1
perl-Error 0.17029-5.amzn2023.0.2 0.17030-2.amzn2023.0.1
perl-Exporter 5.74-459.amzn2023.0.2 5.79-520.amzn2023.0.1
perl-ExtUtils-CBuilder 0.280236-2.amzn2023.0.2 0.280236-2.amzn2023.0.3
perl-ExtUtils-Install 2.20-2.amzn2023.0.2 2.22-521.amzn2023.0.1
perl-ExtUtils-Manifest 1.73-2.amzn2023.0.2 1.75-521.amzn2023.0.1
perl-ExtUtils-ParseXS 3.40-458.amzn2023.0.2 3.61-2.amzn2023.0.1
perl-File-Fetch 1.00-2.amzn2023.0.2 1.08-4.amzn2023.0.1
perl-File-Temp 0.231.100-2.amzn2023.0.2 0.231.200-2.amzn2023.0.1
perl-File-Which 1.23-8.amzn2023.0.2 1.27-15.amzn2023.0.1
perl-Filter 1.60-2.amzn2023.0.2 1.65-2.amzn2023.0.1
perl-Getopt-Long 2.52-2.amzn2023.0.2 2.58-521.amzn2023.0.1
perl-HTTP-Tiny 0.078-1.amzn2023.0.3 0.092-2.amzn2023.0.1
perl-Test-Simple 1.302183-2.amzn2023.0.2 1.302219-2.amzn2023.0.1
perl-XML-Parser 2.46-7.amzn2023.0.2 2.51-1.amzn2023.0.1
perl-autodie 2.34-2.amzn2023.0.2 2.37-522.amzn2023.0.1
perl-bignum 0.66-501.amzn2023.0.1 0.67-522.amzn2023.0.1
perl-encoding 3.00-462.amzn2023.0.2 3.00-520.amzn2023.0.1
perl-experimental 0.025-1.amzn2023.0.2 0.036-3.amzn2023.0.1
pillow 12.1.1 12.2.0
platformdirs 4.9.4 4.4.0
pmix-aws 4.2.8-12 4.2.8-13
polkit 125-1.amzn2023.0.2 125-1.amzn2023.0.3
polkit-libs 125-1.amzn2023.0.2 125-1.amzn2023.0.3
prometheus_client 0.24.1 0.25.0
prrte-aws 3.0.6-12 3.0.6-13
pybind11 3.0.2 3.0.3
pydantic 2.9.2 2.13.2
pydantic_core 2.23.4 2.46.2
pytest 9.0.2 9.0.3
python-json-logger 4.0.0 4.1.0
python3 3.9.25-1.amzn2023.0.3 3.9.25-1.amzn2023.0.4
python3-libs 3.9.25-1.amzn2023.0.3 3.9.25-1.amzn2023.0.4
python3-pyverbs 59.amzn0-1.amzn2023 61.0-1.amzn2023
python3.12 3.12.12-2.amzn2023.0.4 3.12.12-2.amzn2023.0.5
python3.12-devel 3.12.12-2.amzn2023.0.4 3.12.12-2.amzn2023.0.5
python3.12-libs 3.12.12-2.amzn2023.0.4 3.12.12-2.amzn2023.0.5
python3.12-pip 23.2.1-4.amzn2023.0.7 23.2.1-4.amzn2023.0.8
python3.12-pip-wheel 23.2.1-4.amzn2023.0.7 23.2.1-4.amzn2023.0.8
rdma-core 59.amzn0-1.amzn2023 61.0-1.amzn2023
rdma-core-devel 59.amzn0-1.amzn2023 61.0-1.amzn2023
requests 2.32.5 2.33.1
rich 14.3.3 14.3.4
runc 1.3.4-1.amzn2023.0.2 1.3.4-3.amzn2023.0.2
rust-toolset-srpm-macros 1.93.0-1.amzn2023.0.1 1.94.0-1.amzn2023.0.2
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
selinux-policy 38.1.73-1.amzn2023.0.1 38.1.73-1.amzn2023.0.2
selinux-policy-targeted 38.1.73-1.amzn2023.0.1 38.1.73-1.amzn2023.0.2
setuptools 81.0.0 82.0.1
shap 0.49.1 0.51.0
starlette 0.52.1 1.0.0
sudo 1.9.15-1.p5.amzn2023.0.2 1.9.15-1.p5.amzn2023.0.3
swig 4.1.1-4.amzn2023.0.3 4.1.1-4.amzn2023.0.5
system-release 2023.10.20260302-0.amzn2023 2023.11.20260413-0.amzn2023
systemtap 5.4-1.amzn2023.0.1 5.4-1.amzn2023.0.2
systemtap-client 5.4-1.amzn2023.0.1 5.4-1.amzn2023.0.2
systemtap-devel 5.4-1.amzn2023.0.1 5.4-1.amzn2023.0.2
systemtap-runtime 5.4-1.amzn2023.0.1 5.4-1.amzn2023.0.2
systemtap-sdt-devel 5.4-1.amzn2023.0.1 5.4-1.amzn2023.0.2
systemtap-sdt-dtrace 5.4-1.amzn2023.0.1 5.4-1.amzn2023.0.2
tracker-miners 3.7.4-2.amzn2023.0.1 3.7.4-2.amzn2023.0.2
tritonclient 2.66.0 2.67.0
tzdata 2025c-1.amzn2023.0.1 2026a-1.amzn2023.0.1
uvicorn 0.42.0 0.44.0
vim-common 9.1.1591-1.amzn2023.0.1 9.2.240-1.amzn2023.0.2
vim-data 9.1.1591-1.amzn2023.0.1 9.2.240-1.amzn2023.0.2
vim-enhanced 9.1.1591-1.amzn2023.0.1 9.2.240-1.amzn2023.0.2
vim-filesystem 9.1.1591-1.amzn2023.0.1 9.2.240-1.amzn2023.0.2
vim-minimal 9.1.1591-1.amzn2023.0.1 9.2.240-1.amzn2023.0.2
xxd 9.1.1591-1.amzn2023.0.1 9.2.240-1.amzn2023.0.2
xyzservices 2025.11.0 2026.3.0
zipp 3.23.0 3.23.1
zope.interface 8.2 8.3
Removed Packages
Package Name
Authlib
dparse
kernel-libbpf
kernel-livepatch-6.1.163-186.299
marshmallow
nltk
regex
ruamel.yaml
safety-schemas
shellingham
tomlkit
typer