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 ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.11 (Ubuntu 24.04) 20260605
<a name="aws-deep-learning-ami-gpupt211ossarm64-ul2404-2026-06-08"></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-gpupt211ossarm64-ul2404-2026-06-08"></a>


|  |  | 
| --- |--- |
|  supported\_ec2\_instances  |  G5g, P6e-GB200  | 
|  operating\_system  |  Ubuntu 24.04.4 LTS  | 
|  compute\_architecture  |  aarch64  | 
|  kernel\_version  |  6.17.0-1017-aws  | 
|  framework\_version  |  2.11  | 
|  python\_location  |  /opt/pytorch/bin/python  | 
|  nvidia\_driver  |  595.71.05  | 
|  nvidia\_container\_toolkit\_version  |  1.19.1  | 
|  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-gpupt211ossarm64-ul2404-2026-06-08"></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-gpupt211ossarm64-ul2404-2026-06-08"></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-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-gpupt211ossarm64-ul2404-2026-06-08"></a>


| 套件名稱 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  MarkupSafe  |  2.1.5  |  3.0.3  | 
|  PyNaCl  |  1.5.0  |  1.6.2  | 
|  PyYAML  |  6.0.1  |  6.0.3  | 
|  aiohttp  |  3.13.5  |  3.14.0  | 
|  attrs  |  26.1.0  |  23.2.0  | 
|  awscli  |  1.45.17  |  1.45.23  | 
|  bcrypt  |  5.0.0  |  3.2.2  | 
|  bokeh  |  3.9.0  |  3.9.1  | 
|  boto3  |  1.34.46  |  1.43.23  | 
|  botocore  |  1.43.17  |  1.34.46  | 
|  certifi  |  2026.5.20  |  2023.11.17  | 
|  cloud-init  |  25.3  |  26.1  | 
|  cryptography  |  46.0.7  |  48.0.0  | 
|  databricks-sdk  |  0.112.0  |  0.114.0  | 
|  debugpy  |  1.8.20  |  1.8.21  | 
|  docker-ce-cli  |  29.5.2-1\~ubuntu.24.04\~noble  |  29.5.3-1\~ubuntu.24.04\~noble  | 
|  docker-ce-rootless-extras  |  29.5.2-1\~ubuntu.24.04\~noble  |  29.5.3-1\~ubuntu.24.04\~noble  | 
|  filelock  |  3.29.0  |  3.29.1  | 
|  graphql-core  |  3.2.8  |  3.2.9  | 
|  gunicorn  |  25.3.0  |  26.0.0  | 
|  huey  |  2.6.0  |  3.0.1  | 
|  idna  |  3.17  |  3.18  | 
|  ipython  |  9.13.0  |  9.14.0  | 
|  jmespath  |  1.0.1  |  1.1.0  | 
|  jsonpointer  |  3.1.1  |  2.0  | 
|  jsonschema  |  4.26.0  |  4.10.3  | 
|  jupyter\_server  |  2.18.2  |  2.19.0  | 
|  jupyterlab  |  4.5.7  |  4.5.8  | 
|  libapparmor1  |  4.0.1really4.0.1-0ubuntu0.24.04.6  |  4.0.1really4.0.1-0ubuntu0.24.04.7  | 
|  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  | 
|  libwww-perl  |  6.76-1  |  6.76-1ubuntu0.1  | 
|  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-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  | 
|  nano  |  7.2-2ubuntu0.1  |  7.2-2ubuntu0.2  | 
|  narwhals  |  2.21.2  |  2.22.0  | 
|  paramiko  |  2.12.0  |  5.0.0  | 
|  pip  |  26.1.1  |  26.1.2  | 
|  pyarrow  |  23.0.1  |  24.0.0  | 
|  pyasn1  |  0.4.8  |  0.6.3  | 
|  pyparsing  |  3.3.2  |  3.1.1  | 
|  python-dateutil  |  2.8.2  |  2.9.0.post0  | 
|  python3-twisted  |  24.3.0-1ubuntu0.1  |  24.3.0-1ubuntu0.2  | 
|  python3-urllib3  |  2.0.7-1ubuntu0.6  |  2.0.7-1ubuntu0.7  | 
|  pytz  |  2024.1  |  2026.2  | 
|  requests  |  2.31.0  |  2.34.2  | 
|  s3transfer  |  0.18.0  |  0.10.1  | 
|  sagemaker  |  3.12.0  |  3.13.0  | 
|  sagemaker-core  |  2.12.0  |  2.13.1  | 
|  sagemaker-mlops  |  1.12.0  |  1.13.0  | 
|  sagemaker-serve  |  1.12.0  |  1.13.0  | 
|  sagemaker-train  |  1.12.0  |  1.13.1  | 
|  scikit-learn  |  1.8.0  |  1.9.0  | 
|  starlette  |  0.52.1  |  1.2.1  | 
|  traitlets  |  5.15.0  |  5.15.1  | 
|  tritonclient  |  2.68.0  |  2.69.0  | 
|  uvicorn  |  0.48.0  |  0.49.0  | 
|  wheel  |  0.47.0  |  0.46.3  | 
|  zope.interface  |  8.5  |  6.1  | 

##### 移除的套件
<a name="removed-package-info-gpupt211ossarm64-ul2404-2026-06-08"></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-tools-6.17.0-1015-aws  | 
|  lustre-client-modules-6.17.0-1015-aws  |