本文属于机器翻译版本。若本译文内容与英语原文存在差异，则一律以英文原文为准。

# 深度学习 OSS Nvidia 驱动程序 AMI GPU PyTorch 2.8 (Ubuntu 24.04) 20260226
<a name="aws-deep-learning-ami-gpupt28oss-ul2404-2026-02-27"></a>

有关入门帮助，请参阅 [DLAMI 入门](getting-started.md)。

##### 主要软件包版本
<a name="major-package-versions-gpupt28oss-ul2404-2026-02-27"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200  | 
|  operating\$1system  |  Ubuntu 24.04.4 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.17.0-1007-aws  | 
|  framework\$1version  |  2.8  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.126.09  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.9  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.2  | 
|  efa\$1version  |  1.45.0  | 
|  ofi\$1nccl\$1version  |  1.17.2  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3050.0  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gpupt28oss-ul2404-2026-02-27"></a>

**注意**  
按照最佳实践对所有 DLAMI 进行漏洞 AWS 扫描。尽管我们不断将软件包升级到最新版本，但为了保持兼容性，某些依赖项可能需要特定的软件包降级。这些调整不会影响我们的安全状况。有关 AWS 安全措施的信息，请参阅我们的[AWS 安全文档](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) 

##### 添加的软件包
<a name="added-package-info-gpupt28oss-ul2404-2026-02-27"></a>


|  | 
| --- |
|  linux-aws-6.17-headers-6.17.0-1007-6.17.0-1007.7\$124.04.1  | 
|  linux-aws-6.17-tools-6.17.0-1007-6.17.0-1007.7\$124.04.1  | 
|  linux-headers-6.17.0-1007-aws-6.17.0-1007.7\$124.04.1  | 
|  linux-image-6.17.0-1007-aws-6.17.0-1007.7\$124.04.1  | 
|  linux-modules-6.17.0-1007-aws-6.17.0-1007.7\$124.04.1  | 
|  linux-modules-extra-6.17.0-1007-aws-6.17.0-1007.7\$124.04.1  | 
|  linux-tools-6.17.0-1007-aws-6.17.0-1007.7\$124.04.1  | 
|  lustre-client-modules-6.17.0-1007-aws-2.15.6-1fsx28  | 

##### 更新的软件包
<a name="updated-package-info-gpupt28oss-ul2404-2026-02-27"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  Authlib  |  1.6.7  |  1.6.8  | 
|  Flask  |  3.1.2  |  3.1.3  | 
|  SQLAlchemy  |  2.0.46  |  2.0.47  | 
|  Werkzeug  |  3.1.5  |  3.1.6  | 
|  amazon-cloudwatch-agent  |  1.300064.0b1337-1  |  1.300064.1b1344-1  | 
|  async-lru  |  2.1.0  |  2.2.0  | 
|  awscli  |  1.44.39  |  1.44.47  | 
|  boto3  |  1.42.49  |  1.42.57  | 
|  botocore  |  1.42.49  |  1.42.57  | 
|  cachetools  |  6.2.6  |  7.0.1  | 
|  certifi  |  2026.1.4  |  2026.2.25  | 
|  cloud-init  |  25.2-0ubuntu1\$124.04.1  |  25.3-0ubuntu1\$124.04.1  | 
|  cpp-13  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  cpp-13-x86-64-linux-gnu  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  databricks-sdk  |  0.88.0  |  0.93.0  | 
|  docker-compose-plugin  |  5.0.2-1\$1ubuntu.24.04\$1noble  |  5.1.0-1\$1ubuntu.24.04\$1noble  | 
|  fastapi  |  0.129.0  |  0.133.1  | 
|  filelock  |  3.21.2  |  3.24.3  | 
|  g\$1\$1-13  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  g\$1\$1-13-x86-64-linux-gnu  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  gcc-13-base  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  gcc-13-x86-64-linux-gnu  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  gcc-14-base  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  geventhttpclient  |  2.3.7  |  2.3.8  | 
|  gfortran-13  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  gfortran-13-x86-64-linux-gnu  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  greenlet  |  3.3.1  |  3.3.2  | 
|  gunicorn  |  23.0.0  |  25.1.0  | 
|  inspectorssmplugin  |  1.0.441  |  1.0.443  | 
|  jupyterlab  |  4.5.4  |  4.5.5  | 
|  libasan8  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libatomic1  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libcc1-0  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libcurl3t64-gnutls  |  8.5.0-2ubuntu10.6  |  8.5.0-2ubuntu10.7  | 
|  libcurl4t64  |  8.5.0-2ubuntu10.6  |  8.5.0-2ubuntu10.7  | 
|  libexpat1  |  2.6.1-2ubuntu0.3  |  2.6.1-2ubuntu0.4  | 
|  libexpat1-dev  |  2.6.1-2ubuntu0.3  |  2.6.1-2ubuntu0.4  | 
|  libgcc-13-dev  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  libgcc-s1  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libgfortran-13-dev  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  libgfortran5  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libgnutls30t64  |  3.8.3-1.1ubuntu3.4  |  3.8.3-1.1ubuntu3.5  | 
|  libgomp1  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libhwasan0  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libitm1  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  liblsan0  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libquadmath0  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libssh-4  |  0.10.6-2ubuntu0.2  |  0.10.6-2ubuntu0.3  | 
|  libstdc\$1\$1-13-dev  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  libstdc\$1\$16  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libtsan2  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libubsan1  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  linux-aws  |  6.14.0-1018.18\$124.04.1  |  6.17.0-1007.7\$124.04.1  | 
|  linux-headers-aws  |  6.14.0-1018.18\$124.04.1  |  6.17.0-1007.7\$124.04.1  | 
|  linux-image-aws  |  6.14.0-1018.18\$124.04.1  |  6.17.0-1007.7\$124.04.1  | 
|  linux-libc-dev  |  6.8.0-100.100  |  6.8.0-101.101  | 
|  linux-modules-extra-aws  |  6.14.0-1018.18\$124.04.1  |  6.17.0-1007.7\$124.04.1  | 
|  linux-tools-common  |  6.8.0-100.100  |  6.8.0-101.101  | 
|  lustre-client-utils  |  2.15.6-1fsx26  |  2.15.6-1fsx28  | 
|  mlflow  |  3.9.0  |  3.10.0  | 
|  mlflow-skinny  |  3.9.0  |  3.10.0  | 
|  mlflow-tracing  |  3.9.0  |  3.10.0  | 
|  narwhals  |  2.16.0  |  2.17.0  | 
|  nltk  |  3.9.2  |  3.9.3  | 
|  numba  |  0.63.1  |  0.64.0  | 
|  onnx-ir  |  0.1.16  |  0.2.0  | 
|  onnxruntime  |  1.24.1  |  1.24.2  | 
|  pyarrow  |  22.0.0  |  23.0.1  | 
|  pybind11  |  3.0.1  |  3.0.2  | 
|  regex  |  2026.1.15  |  2026.2.19  | 
|  scipy  |  1.17.0  |  1.17.1  | 
|  systemd-hwe-hwdb  |  255.1.6  |  255.1.7  | 
|  typer  |  0.23.1  |  0.24.1  | 
|  uvicorn  |  0.40.0  |  0.41.0  | 
|  wireless-regdb  |  2025.07.10-0ubuntu1\$124.04.1  |  2025.10.07-0ubuntu1\$124.04.1  | 

##### 删除的软件包
<a name="removed-package-info-gpupt28oss-ul2404-2026-02-27"></a>


| 包名称 | 
| --- | 
|  linux-aws-6.14-headers-6.14.0-1018  | 
|  linux-aws-6.14-tools-6.14.0-1018  | 
|  linux-headers-6.14.0-1018-aws  | 
|  linux-image-6.14.0-1018-aws  | 
|  linux-modules-6.14.0-1018-aws  | 
|  linux-modules-extra-6.14.0-1018-aws  | 
|  linux-tools-6.14.0-1018-aws  | 
|  lustre-client-modules-6.14.0-1018-aws  |