本文為英文版的機器翻譯版本，如內容有任何歧義或不一致之處，概以英文版為準。

# 深度學習 OSS Nvidia 驅動程式 AMI GPU PyTorch 2.8 (Ubuntu 24.04) 20260603
<a name="aws-deep-learning-ami-gpupt28oss-ul2404-2026-06-05"></a>

如需入門說明，請參閱 [DLAMI 入門](getting-started.md)。

##### 主要套件版本
<a name="major-package-versions-gpupt28oss-ul2404-2026-06-05"></a>


|  |  | 
| --- |--- |
|  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  |  6.17.0-1017-aws  | 
|  framework\_version  |  2.8  | 
|  python\_location  |  /opt/pytorch/bin/python  | 
|  nvidia\_driver  |  580.159.04  | 
|  nvidia\_cuda\_stack  |  /usr/local/cuda-12.9  | 
|  gdr\_copy  |  2.5.2  | 
|  nvidia\_container\_toolkit\_version  |  1.19.1  | 
|  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  |  v2.2.4  | 

##### 先前版本的套件變更
<a name="release-notes-gpupt28oss-ul2404-2026-06-05"></a>

**注意**  
所有 DLAMI 都會依照 AWS 最佳實務掃描漏洞。雖然我們持續升級至最新的套件版本，但某些相依性可能需要特定的套件降級來維持相容性。這些調整不會影響我們的安全狀態。如需 AWS 安全措施的相關資訊，請參閱我們的[AWS 安全文件 ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) 

##### 新增的套件
<a name="added-package-info-gpupt28oss-ul2404-2026-06-05"></a>


|  | 
| --- |
|  linux-aws-6.17-headers-6.17.0-1017-6.17.0-1017.17\~24.04.1  | 
|  linux-aws-6.17-tools-6.17.0-1017-6.17.0-1017.17\~24.04.1  | 
|  linux-headers-6.17.0-1017-aws-6.17.0-1017.17\~24.04.1  | 
|  linux-image-6.17.0-1017-aws-6.17.0-1017.17\~24.04.1  | 
|  linux-modules-6.17.0-1017-aws-6.17.0-1017.17\~24.04.1  | 
|  linux-modules-extra-6.17.0-1017-aws-6.17.0-1017.17\~24.04.1  | 
|  linux-tools-6.17.0-1017-aws-6.17.0-1017.17\~24.04.1  | 
|  lustre-client-modules-6.17.0-1017-aws-2.15.6-1fsx31  | 

##### 更新套件
<a name="updated-package-info-gpupt28oss-ul2404-2026-06-05"></a>


| 套件名稱 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  Jinja2  |  3.1.2  |  3.1.6  | 
|  PyYAML  |  6.0.3  |  6.0.1  | 
|  SQLAlchemy  |  2.0.49  |  2.0.50  | 
|  aiohttp  |  3.13.5  |  3.14.0  | 
|  attrs  |  23.2.0  |  26.1.0  | 
|  awscli  |  1.45.14  |  1.45.20  | 
|  boto3  |  1.43.14  |  1.43.20  | 
|  botocore  |  1.43.14  |  1.43.20  | 
|  certifi  |  2026.5.20  |  2023.11.17  | 
|  click  |  8.4.1  |  8.1.6  | 
|  cloud-init  |  25.3  |  26.1  | 
|  cryptography  |  46.0.7  |  41.0.7  | 
|  databricks-sdk  |  0.110.0  |  0.114.0  | 
|  debugpy  |  1.8.20  |  1.8.21  | 
|  dkms  |  3.4.0-2ubuntu1  |  3.4.1-1ubuntu1  | 
|  docker-buildx-plugin  |  0.34.0-1\~ubuntu.24.04\~noble  |  0.34.1-1\~ubuntu.24.04\~noble  | 
|  fastapi  |  0.136.1  |  0.136.3  | 
|  gunicorn  |  25.3.0  |  26.0.0  | 
|  huey  |  2.6.0  |  3.0.1  | 
|  idna  |  3.6  |  3.18  | 
|  inspectorssmplugin  |  1.0.500  |  1.0.501  | 
|  ipython  |  9.13.0  |  9.14.0  | 
|  jsonschema  |  4.10.3  |  4.26.0  | 
|  jupyter\_server  |  2.18.2  |  2.19.0  | 
|  libgcrypt20  |  1.10.3-2build1  |  1.10.3-2ubuntu0.1  | 
|  liblzma-dev  |  5.6.1\+really5.4.5-1ubuntu0.2  |  5.6.1\+really5.4.5-1ubuntu0.3  | 
|  liblzma5  |  5.6.1\+really5.4.5-1ubuntu0.2  |  5.6.1\+really5.4.5-1ubuntu0.3  | 
|  libmysqlclient21  |  8.0.45-0ubuntu0.24.04.1  |  8.0.46-0ubuntu0.24.04.2  | 
|  libxnvctrl0  |  595.71.05-1ubuntu1  |  610.43.02-1ubuntu1  | 
|  linux-aws  |  6.17.0-1015.15\~24.04.1  |  6.17.0-1017.17\~24.04.1  | 
|  linux-headers-aws  |  6.17.0-1015.15\~24.04.1  |  6.17.0-1017.17\~24.04.1  | 
|  linux-image-aws  |  6.17.0-1015.15\~24.04.1  |  6.17.0-1017.17\~24.04.1  | 
|  linux-libc-dev  |  6.8.0-117.117  |  6.8.0-124.124  | 
|  linux-modules-extra-aws  |  6.17.0-1015.15\~24.04.1  |  6.17.0-1017.17\~24.04.1  | 
|  linux-tools-common  |  6.8.0-117.117  |  6.8.0-124.124  | 
|  mlflow  |  3.12.0  |  3.13.0  | 
|  mlflow-skinny  |  3.12.0  |  3.13.0  | 
|  mlflow-tracing  |  3.12.0  |  3.13.0  | 
|  narwhals  |  2.21.2  |  2.22.0  | 
|  nvidia-ml-py  |  13.595.45  |  13.610.43  | 
|  paramiko  |  5.0.0  |  2.12.0  | 
|  pip  |  25.0.1  |  26.1.2  | 
|  platformdirs  |  4.4.0  |  4.10.0  | 
|  pyarrow  |  23.0.1  |  24.0.0  | 
|  requests  |  2.34.2  |  2.31.0  | 
|  rpds-py  |  0.30.0  |  2026.5.1  | 
|  sagemaker-core  |  2.12.0  |  2.13.0  | 
|  scikit-learn  |  1.8.0  |  1.9.0  | 
|  shap  |  0.51.0  |  0.52.0  | 
|  six  |  1.16.0  |  1.17.0  | 
|  soupsieve  |  2.8.3  |  2.8.4  | 
|  starlette  |  0.52.1  |  1.2.1  | 
|  tornado  |  6.5.5  |  6.5.6  | 
|  tritonclient  |  2.68.0  |  2.69.0  | 
|  typing\_extensions  |  4.15.0  |  4.10.0  | 
|  urllib3  |  2.0.7  |  2.7.0  | 
|  uvicorn  |  0.47.0  |  0.48.0  | 
|  vim-common  |  9.1.0016-1ubuntu7.13  |  9.1.0016-1ubuntu7.14  | 
|  vim-runtime  |  9.1.0016-1ubuntu7.13  |  9.1.0016-1ubuntu7.14  | 
|  vim-tiny  |  9.1.0016-1ubuntu7.13  |  9.1.0016-1ubuntu7.14  | 
|  xxd  |  9.1.0016-1ubuntu7.13  |  9.1.0016-1ubuntu7.14  | 
|  zope.interface  |  6.1  |  8.5  | 

##### 移除的套件
<a name="removed-package-info-gpupt28oss-ul2404-2026-06-05"></a>


| 套件名稱 | 
| --- | 
|  linux-aws-6.17-headers-6.17.0-1015  | 
|  linux-aws-6.17-tools-6.17.0-1015  | 
|  linux-headers-6.17.0-1015-aws  | 
|  linux-image-6.17.0-1015-aws  | 
|  linux-modules-6.17.0-1015-aws  | 
|  linux-modules-extra-6.17.0-1015-aws  | 
|  linux-tools-6.17.0-1015-aws  | 
|  lustre-client-modules-6.17.0-1015-aws  |