# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.11 (Ubuntu 24.04) 20261024
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For help getting started, see [Getting started with DLAMI](getting-started.md).

##### Major Package Versions
<a name="major-package-versions-gpupt211oss-ul2404-2026-10-26"></a>


|  |  | 
| --- |--- |
|  supported\_ec2\_instances  |  G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200  | 
|  operating\_system  |  Ubuntu 24.04.5 LTS  | 
|  compute\_architecture  |  x86\_64  | 
|  kernel\_version  |  7.0.0-1014-aws  | 
|  framework\_version  |  2.11  | 
|  python\_location  |  /opt/pytorch/bin/python  | 
|  nvidia\_driver  |  595.112.07  | 
|  gdr\_copy  |  2.6  | 
|  nvidia\_container\_toolkit\_version  |  1.20.1  | 
|  efa\_version  |  1.51.0  | 
|  ofi\_nccl\_version  |  1.22.0  | 
|  nvme\_location  |  /opt/dlami/nvme  | 
|  ebs\_volume\_type  |  gp3  | 
|  ssm\_agent\_version  |  3.3.4793.0  | 
|  containerd\_version  |  v2.4.2  | 

##### Package Changes from Previous Release
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**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
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No packages were added in this release.

##### Updated Packages
<a name="updated-package-info-gpupt211oss-ul2404-2026-10-26"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  alembic  |  1.20.0  |  1.20.1  | 
|  awscli  |  1.46.1  |  1.46.2  | 
|  ca-certificates  |  20260601\~24.04.1  |  20260816ubuntu0.24.04.1  | 
|  cachetools  |  7.2.2  |  7.2.4  | 
|  cloud-init  |  26.1  |  26.2  | 
|  containerd.io  |  2.4.2-2\~ubuntu.24.04\~noble  |  2.4.2-3\~ubuntu.24.04\~noble  | 
|  cuda-pathfinder  |  1.8.3  |  1.8.4  | 
|  databricks-sdk  |  0.153.0  |  0.156.0  | 
|  distro-info-data  |  0.72-0ubuntu0.24.04.1  |  2026.10.12-0ubuntu0.24.04.1  | 
|  dkms  |  3.4.3-1ubuntu1  |  3.4.4-1ubuntu1  | 
|  docker-buildx-plugin  |  0.38.0-1\~ubuntu.24.04\~noble  |  0.38.1-1\~ubuntu.24.04\~noble  | 
|  docker-ce-cli  |  29.9.1-1\~ubuntu.24.04\~noble  |  29.9.2-1\~ubuntu.24.04\~noble  | 
|  docker-ce-rootless-extras  |  29.9.1-1\~ubuntu.24.04\~noble  |  29.9.2-1\~ubuntu.24.04\~noble  | 
|  docker-compose-plugin  |  5.6.0-1\~ubuntu.24.04\~noble  |  5.6.1-1\~ubuntu.24.04\~noble  | 
|  efa  |  3.3.0-1.amzn1  |  3.3.1-1.amzn1  | 
|  fastapi  |  0.143.3  |  0.162.0  | 
|  filelock  |  4.2.0  |  4.2.4  | 
|  gir1.2-glib-2.0  |  2.80.0-6ubuntu3.9  |  2.80.0-6ubuntu3.10  | 
|  git-man  |  2.43.0-1ubuntu7.3  |  2.43.0-1ubuntu7.4  | 
|  huey  |  3.4.0  |  3.5.3  | 
|  ibacm  |  64.0amzn0-1  |  65.0-1  | 
|  ibverbs-providers  |  64.0amzn0-1  |  65.0-1  | 
|  ibverbs-utils  |  64.0amzn0-1  |  65.0-1  | 
|  infiniband-diags  |  64.0amzn0-1  |  65.0-1  | 
|  java-21-amazon-corretto-jdk  |  21.0.12.12-1  |  21.0.13.0.10-1  | 
|  libfabric-aws-bin  |  2.6.0amzn1.0  |  2.7.0amzn2.0  | 
|  libfabric-aws-dev  |  2.6.0amzn1.0  |  2.7.0amzn2.0  | 
|  libfabric1-aws  |  2.6.0amzn1.0  |  2.7.0amzn2.0  | 
|  libgirepository-2.0-0  |  2.80.0-6ubuntu3.9  |  2.80.0-6ubuntu3.10  | 
|  libglib2.0-0t64  |  2.80.0-6ubuntu3.9  |  2.80.0-6ubuntu3.10  | 
|  libglib2.0-bin  |  2.80.0-6ubuntu3.9  |  2.80.0-6ubuntu3.10  | 
|  libglib2.0-data  |  2.80.0-6ubuntu3.9  |  2.80.0-6ubuntu3.10  | 
|  libglib2.0-dev  |  2.80.0-6ubuntu3.9  |  2.80.0-6ubuntu3.10  | 
|  libglib2.0-dev-bin  |  2.80.0-6ubuntu3.9  |  2.80.0-6ubuntu3.10  | 
|  libibmad-dev  |  64.0amzn0-1  |  65.0-1  | 
|  libibmad5  |  64.0amzn0-1  |  65.0-1  | 
|  libibnetdisc-dev  |  64.0amzn0-1  |  65.0-1  | 
|  libibnetdisc5  |  64.0amzn0-1  |  65.0-1  | 
|  libibumad-dev  |  64.0amzn0-1  |  65.0-1  | 
|  libibumad3  |  64.0amzn0-1  |  65.0-1  | 
|  libibverbs-dev  |  64.0amzn0-1  |  65.0-1  | 
|  libibverbs1  |  64.0amzn0-1  |  65.0-1  | 
|  liblzma-dev  |  5.6.1\+really5.4.5-1ubuntu0.3  |  5.6.1\+really5.4.5-1ubuntu0.4  | 
|  liblzma5  |  5.6.1\+really5.4.5-1ubuntu0.3  |  5.6.1\+really5.4.5-1ubuntu0.4  | 
|  libnccl-ofi  |  1.21.1-1  |  1.22.0-1  | 
|  libnss3  |  3.98-1ubuntu0.2  |  3.98-1ubuntu0.3  | 
|  libpmix-aws  |  4.2.8  |  5.0.9  | 
|  libpython3.13  |  3.13.16-1\+noble1  |  3.13.17-1\+noble1  | 
|  libpython3.13-dev  |  3.13.16-1\+noble1  |  3.13.17-1\+noble1  | 
|  libpython3.13-stdlib  |  3.13.16-1\+noble1  |  3.13.17-1\+noble1  | 
|  librdmacm-dev  |  64.0amzn0-1  |  65.0-1  | 
|  librdmacm1  |  64.0amzn0-1  |  65.0-1  | 
|  libxnvctrl0  |  615.71.09-2ubuntu1  |  615.71.10-1ubuntu1  | 
|  lustre-client-modules-7.0.0-1014-aws  |  2.15.6-1fsx35  |  2.15.6-1fsx36  | 
|  lustre-client-utils  |  2.15.6-1fsx35  |  2.15.6-1fsx36  | 
|  mistune  |  3.3.4  |  3.4.0  | 
|  ml\_dtypes  |  0.5.4  |  0.6.0  | 
|  mlflow  |  3.17.1  |  3.17.2  | 
|  mlflow-skinny  |  3.17.1  |  3.17.2  | 
|  mlflow-tracing  |  3.17.1  |  3.17.2  | 
|  onnx-ir  |  1.0.0  |  1.1.0  | 
|  openmpi40-aws  |  4.1.7-1  |  4.1.8-1  | 
|  pandas  |  3.0.6  |  3.1.0  | 
|  pip  |  26.2.1  |  26.2.2  | 
|  platformdirs  |  4.13.3  |  4.13.5  | 
|  prrte-aws  |  3.0.6  |  3.0.12  | 
|  pycparser  |  3.11  |  3.12  | 
|  python3-jwt  |  2.7.0-1ubuntu0.3  |  2.7.0-1ubuntu0.4  | 
|  python3.13-dev  |  3.13.16-1\+noble1  |  3.13.17-1\+noble1  | 
|  python3.13-venv  |  3.13.16-1\+noble1  |  3.13.17-1\+noble1  | 
|  rdmacm-utils  |  64.0amzn0-1  |  65.0-1  | 
|  sagemaker  |  3.25.0  |  3.27.0  | 
|  sagemaker-core  |  2.25.0  |  2.27.0  | 
|  sagemaker-mlops  |  1.25.0  |  1.27.0  | 
|  sagemaker-serve  |  1.25.0  |  1.27.0  | 
|  sagemaker-train  |  1.25.0  |  1.27.0  | 
|  soupsieve  |  3.0.3  |  3.0.4  | 
|  sqlalchemy  |  2.1.5  |  2.1.6  | 
|  starlette  |  1.8.0  |  1.9.0  | 
|  tmux  |  3.4-1ubuntu0.1  |  3.4-1ubuntu0.2  | 
|  tornado  |  6.5.10  |  6.6  | 
|  ubuntu-pro-client-l10n  |  37.2ubuntu\~24.04.1  |  38ubuntu0\~24.04  | 
|  wcwidth  |  0.9.2  |  0.9.3  | 
|  zipp  |  3.23.0  |  4.1.2  | 
|  zlib1g  |  1.3.dfsg-3.1ubuntu2.2  |  1.3.dfsg-3.1ubuntu2.3  | 
|  zlib1g-dev  |  1.3.dfsg-3.1ubuntu2.2  |  1.3.dfsg-3.1ubuntu2.3  | 

##### Removed Packages
<a name="removed-package-info-gpupt211oss-ul2404-2026-10-26"></a>


| Package Name | 
| --- | 
|  brotli  | 
|  flatbuffers  | 
|  gevent  | 
|  geventhttpclient  | 
|  greenlet  | 
|  iniconfig  | 
|  libkeyutils-dev  | 
|  libmysqlclient21  | 
|  libnetsnmptrapd40t64  | 
|  libpci-dev  | 
|  libsensors-dev  | 
|  libsnmp-base  | 
|  libsnmp-dev  | 
|  libsnmp-perl  | 
|  libsnmp40t64  | 
|  libudev-dev  | 
|  libwrap0-dev  | 
|  mysql-common  | 
|  onnxruntime  | 
|  pluggy  | 
|  pytest  | 
|  python-rapidjson  | 
|  tritonclient  | 
|  zope.event  |