# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.10 (Amazon Linux 2023) 20260418
<a name="aws-deep-learning-ami-gpupt210oss-al2023-2026-04-20"></a>

For help getting started, see [Getting started with DLAMI](getting-started.md).

##### Major Package Versions
<a name="major-package-versions-gpupt210oss-al2023-2026-04-20"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200  | 
|  operating\$1system  |  Amazon Linux 2023.11.20260413  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.1.166-197.305.amzn2023.x86\$164  | 
|  framework\$1version  |  2.10  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.126.16  | 
|  gdr\$1copy  |  2.5.2  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.19.0  | 
|  efa\$1version  |  1.47.0  | 
|  ofi\$1nccl\$1version  |  1.18.0  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.4108.0  | 
|  containerd\$1version  |  2.2.1\$1unknown  | 

##### Package Changes from Previous Release
<a name="release-notes-gpupt210oss-al2023-2026-04-20"></a>

**Note**  
All DLAMI are scanned for vulnerabilities following Amazon 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 Amazon security measures, please refer to our [Amazon Security Documentation ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) 

##### Added Packages
<a name="added-package-info-gpupt210oss-al2023-2026-04-20"></a>


|  | 
| --- |
|  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  | 
|  ml\$1dtypes-0.5.4  | 
|  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
<a name="updated-package-info-gpupt210oss-al2023-2026-04-20"></a>


| 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  | 
|  cuda-pathfinder  |  1.4.3  |  1.5.3  | 
|  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  | 
|  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  | 
|  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  | 
|  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  | 
|  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  |  2.3.5  | 
|  nvidia-nvml-dev  |  13.2.51  |  13.2.82  | 
|  onnx  |  1.19.0  |  1.21.0  | 
|  openexr-libs  |  3.1.5-1.amzn2023.0.6  |  3.1.5-1.amzn2023.0.8  | 
|  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  |  4.9.6  | 
|  polkit  |  125-1.amzn2023.0.2  |  125-1.amzn2023.0.3  | 
|  polkit-libs  |  125-1.amzn2023.0.2  |  125-1.amzn2023.0.3  | 
|  prometheus\$1client  |  0.24.1  |  0.25.0  | 
|  pybind11  |  3.0.2  |  3.0.3  | 
|  pydantic  |  2.9.2  |  2.13.2  | 
|  pydantic\$1core  |  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  | 
|  python3.13  |  3.13.12-1.amzn2023.0.1  |  3.13.12-1.amzn2023.0.2  | 
|  python3.13-devel  |  3.13.12-1.amzn2023.0.1  |  3.13.12-1.amzn2023.0.2  | 
|  python3.13-libs  |  3.13.12-1.amzn2023.0.1  |  3.13.12-1.amzn2023.0.2  | 
|  python3.13-pip  |  24.2-259.amzn2023.0.3  |  24.2-259.amzn2023.0.4  | 
|  python3.13-pip-wheel  |  24.2-259.amzn2023.0.3  |  24.2-259.amzn2023.0.4  | 
|  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
<a name="removed-package-info-gpupt210oss-al2023-2026-04-20"></a>


| Package Name | 
| --- | 
|  Authlib  | 
|  dparse  | 
|  kernel-libbpf  | 
|  kernel-livepatch-6.1.163-186.299  | 
|  marshmallow  | 
|  ml-dtypes  | 
|  nltk  | 
|  regex  | 
|  ruamel.yaml  | 
|  safety-schemas  | 
|  shellingham  | 
|  tomlkit  | 
|  typer  |