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# 深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260417
<a name="aws-deep-learning-ami-gpupt28ossarm64-ul2404-2026-04-20"></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-gpupt28ossarm64-ul2404-2026-04-20"></a>


|  |  | 
| --- |--- |
|  supported\_ec2\_instances  |  G5g, P6e-GB200  | 
|  operating\_system  |  Ubuntu 24.04.4 LTS  | 
|  compute\_architecture  |  aarch64  | 
|  kernel\_version  |  6.17.0-1010-aws  | 
|  framework\_version  |  2.8  | 
|  python\_location  |  /opt/pytorch/bin/python  | 
|  nvidia\_driver  |  580.126.09  | 
|  nvidia\_cuda\_stack  |  /usr/local/cuda-12.9  | 
|  nvidia\_container\_toolkit\_version  |  1.19.0  | 
|  ofi\_nccl\_version  |  1.18.0  | 
|  nvme\_location  |  /opt/dlami/nvme  | 
|  ebs\_volume\_type  |  gp3  | 
|  ssm\_agent\_version  |  3.3.4121.0  | 
|  containerd\_version  |  v2.2.3  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gpupt28ossarm64-ul2404-2026-04-20"></a>

**注意**  
按照最佳实践对所有 DLAMI 进行漏洞 Amazon 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 Amazon 安全措施的信息，请参阅我们的[Amazon 安全文档](https://docs.amazonaws.cn/dlami/latest/devguide/security.html) 

##### 添加的软件包
<a name="added-package-info-gpupt28ossarm64-ul2404-2026-04-20"></a>


|  | 
| --- |
|  mmh3-5.2.1  | 
|  pyiceberg-0.11.1  | 
|  pyroaring-1.0.4  | 
|  strictyaml-1.7.3  | 
|  zstandard-0.25.0  | 

##### 更新的软件包
<a name="updated-package-info-gpupt28ossarm64-ul2404-2026-04-20"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  Mako  |  1.3.10  |  1.3.11  | 
|  awscli  |  1.44.78  |  1.44.81  | 
|  boto3  |  1.42.88  |  1.42.91  | 
|  botocore  |  1.42.88  |  1.42.91  | 
|  cachetools  |  7.0.5  |  6.2.6  | 
|  captum  |  0.8.0  |  0.9.0  | 
|  containerd.io  |  2.2.2-1\~ubuntu.24.04\~noble  |  2.2.3-1\~ubuntu.24.04\~noble  | 
|  docker-compose-plugin  |  5.1.2-1\~ubuntu.24.04\~noble  |  5.1.3-1\~ubuntu.24.04\~noble  | 
|  fastapi  |  0.135.3  |  0.136.0  | 
|  filelock  |  3.25.2  |  3.28.0  | 
|  inspectorssmplugin  |  1.0.475  |  1.0.483  | 
|  libapparmor1  |  4.0.1really4.0.1-0ubuntu0.24.04.5  |  4.0.1really4.0.1-0ubuntu0.24.04.6  | 
|  libpolkit-agent-1-0  |  124-2ubuntu1.24.04.2  |  124-2ubuntu1.24.04.3  | 
|  libpolkit-gobject-1-0  |  124-2ubuntu1.24.04.2  |  124-2ubuntu1.24.04.3  | 
|  libxml-parser-perl  |  2.47-1build3  |  2.47-1ubuntu0.24.04.1  | 
|  linux-libc-dev  |  6.8.0-107.107  |  6.8.0-110.110  | 
|  linux-tools-common  |  6.8.0-107.107  |  6.8.0-110.110  | 
|  numpy  |  1.26.4  |  2.4.4  | 
|  packaging  |  26.0  |  26.1  | 
|  platformdirs  |  4.4.0  |  4.9.6  | 
|  polkitd  |  124-2ubuntu1.24.04.2  |  124-2ubuntu1.24.04.3  | 
|  pydantic  |  2.9.2  |  2.13.2  | 
|  pydantic\_core  |  2.23.4  |  2.46.2  | 
|  rich  |  14.3.3  |  14.3.4  | 
|  rsyslog  |  8.2312.0-3ubuntu9.1  |  8.2312.0-3ubuntu9.2  | 
|  sagemaker  |  3.7.1  |  3.8.0  | 
|  sagemaker-core  |  2.7.1  |  2.8.0  | 
|  sagemaker-mlops  |  1.7.1  |  1.8.0  | 
|  sagemaker-serve  |  1.7.1  |  1.8.0  | 
|  sagemaker-train  |  1.7.1  |  1.8.0  | 
|  setuptools  |  81.0.0  |  82.0.1  | 
|  shap  |  0.49.1  |  0.51.0  | 
|  snapd  |  2.73\+ubuntu24.04.2  |  2.74.1\+ubuntu24.04.4  | 
|  vim-common  |  9.1.0016-1ubuntu7.10  |  9.1.0016-1ubuntu7.11  | 
|  vim-runtime  |  9.1.0016-1ubuntu7.10  |  9.1.0016-1ubuntu7.11  | 
|  vim-tiny  |  9.1.0016-1ubuntu7.10  |  9.1.0016-1ubuntu7.11  | 
|  xxd  |  9.1.0016-1ubuntu7.10  |  9.1.0016-1ubuntu7.11  | 
|  zipp  |  3.23.0  |  3.23.1  | 

##### 删除的软件包
<a name="removed-package-info-gpupt28ossarm64-ul2404-2026-04-20"></a>


| 包名称 | 
| --- | 
|  Authlib  | 
|  dparse  | 
|  marshmallow  | 
|  nltk  | 
|  regex  | 
|  ruamel.yaml  | 
|  safety-schemas  | 
|  shellingham  | 
|  tomlkit  | 
|  typer  |