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# 带单个 CUDA 的深度学习 ARM64 基础 AMI (Ubuntu 22.04) 20251031
<a name="aws-deep-learning-ami-gpubasesinglecudaarm64-ul2204-2025-11-10"></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-gpubasesinglecudaarm64-ul2204-2025-11-10"></a>


| 包名称 | 版本 | 
| --- | --- | 
|  gdr\$1copy  |  2.5  | 
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  efa\$1version  |  1.43.3  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  nvidia\$1driver  |  580.95.05  | 
|  python\$1location  |  /usr/bin/python3.10  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.8  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 
|  kernel\$1version  |  6.8.0-1040-aws  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.0  | 
|  dcgm\$1version  |  4.4.1  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  default\$1cuda  |  /usr/local/cuda-12.8/  | 
|  compute\$1architecture  |  aarch64  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gpubasesinglecudaarm64-ul2204-2025-11-10"></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-gpubasesinglecudaarm64-ul2204-2025-11-10"></a>


|  | 
| --- |
|  annotated-doc-0.0.3  | 

##### 更新的软件包
<a name="updated-package-info-gpubasesinglecudaarm64-ul2204-2025-11-10"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  SQLAlchemy  |  2.0.43  |  2.0.44  | 
|  aiohttp  |  3.13.0  |  3.13.2  | 
|  amazon-cloudwatch-agent  |  1.300059.0b1207-1  |  1.300060.0b1248-1  | 
|  astroid  |  3.3.11  |  4.0.1  | 
|  awscli  |  1.42.49  |  1.42.63  | 
|  bind9-dnsutils  |  9.18.39-0ubuntu0.22.04.1  |  9.18.39-0ubuntu0.22.04.2  | 
|  bind9-host  |  9.18.39-0ubuntu0.22.04.1  |  9.18.39-0ubuntu0.22.04.2  | 
|  bind9-libs  |  9.18.39-0ubuntu0.22.04.1  |  9.18.39-0ubuntu0.22.04.2  | 
|  binutils-aarch64-linux-gnu  |  2.38-4ubuntu2.8  |  2.38-4ubuntu2.10  | 
|  binutils-common  |  2.38-4ubuntu2.8  |  2.38-4ubuntu2.10  | 
|  boto3  |  1.40.49  |  1.40.63  | 
|  botocore  |  1.40.49  |  1.40.63  | 
|  charset-normalizer  |  3.4.3  |  3.4.4  | 
|  containerd.io  |  1.7.28-0\$1ubuntu.22.04\$1jammy  |  1.7.28-1\$1ubuntu.22.04\$1jammy  | 
|  cryptography  |  46.0.2  |  46.0.3  | 
|  dask  |  2025.9.1  |  2025.10.0  | 
|  distro-info-data  |  0.52ubuntu0.9  |  0.52ubuntu0.11  | 
|  docker-compose-plugin  |  2.40.0-1\$1ubuntu.22.04\$1jammy  |  2.40.3-1\$1ubuntu.22.04\$1jammy  | 
|  fastapi  |  0.118.3  |  0.120.3  | 
|  fsspec  |  2025.9.0  |  2025.10.0  | 
|  idna  |  3.10  |  3.11  | 
|  iniconfig  |  2.1.0  |  2.3.0  | 
|  inspectorssmplugin  |  1.0.399  |  1.0.402  | 
|  isort  |  6.1.0  |  7.0.0  | 
|  jaraco.context  |  5.3.0  |  6.0.1  | 
|  jaraco.functools  |  4.0.1  |  4.3.0  | 
|  java-11-amazon-corretto-jdk  |  11.0.28.6-1  |  11.0.29.7-1  | 
|  libbinutils  |  2.38-4ubuntu2.8  |  2.38-4ubuntu2.10  | 
|  libctf-nobfd0  |  2.38-4ubuntu2.8  |  2.38-4ubuntu2.10  | 
|  libctf0  |  2.38-4ubuntu2.8  |  2.38-4ubuntu2.10  | 
|  libnvidia-container-tools  |  1.17.8-1  |  1.18.0-1  | 
|  libnvidia-container1  |  1.17.8-1  |  1.18.0-1  | 
|  libssh-4  |  0.9.6-2ubuntu0.22.04.4  |  0.9.6-2ubuntu0.22.04.5  | 
|  libxml2  |  2.9.13\$1dfsg-1ubuntu0.9  |  2.9.13\$1dfsg-1ubuntu0.10  | 
|  lintian  |  2.114.0ubuntu1.6  |  2.114.0ubuntu1.7  | 
|  linux-libc-dev  |  5.15.0-157.167  |  5.15.0-161.171  | 
|  linux-tools-common  |  5.15.0-157.167  |  5.15.0-161.171  | 
|  matplotlib-inline  |  0.1.7  |  0.2.1  | 
|  nh3  |  0.3.1  |  0.3.2  | 
|  nvidia-container-toolkit-base  |  1.17.8-1  |  1.18.0-1  | 
|  pbr  |  7.0.1  |  7.0.2  | 
|  pillow  |  11.3.0  |  12.0.0  | 
|  pip  |  25.2  |  25.3  | 
|  pipdeptree  |  2.28.0  |  2.29.0  | 
|  psutil  |  7.1.0  |  7.1.2  | 
|  pydantic  |  2.12.0  |  2.12.3  | 
|  pydantic\$1core  |  2.41.1  |  2.41.4  | 
|  pylint  |  3.3.9  |  4.0.2  | 
|  pytokens  |  0.1.10  |  0.2.0  | 
|  redis  |  6.4.0  |  7.0.1  | 
|  regex  |  2025.9.18  |  2025.10.23  | 
|  ruamel.yaml  |  0.18.15  |  0.18.16  | 
|  snapd  |  2.68.5\$1ubuntu22.04.1  |  2.71\$1ubuntu22.04  | 
|  sosreport  |  4.8.2-0ubuntu0\$122.04.2  |  4.9.2-0ubuntu0\$122.04.1  | 
|  starlette  |  0.48.0  |  0.49.1  | 
|  toolz  |  1.0.0  |  1.1.0  | 
|  typer  |  0.19.2  |  0.20.0  | 
|  typing\$1extensions  |  4.15.0  |  4.12.2  | 
|  virtualenv  |  20.35.1  |  20.35.4  | 
|  zipp  |  3.19.2  |  3.23.0  | 

##### 删除的软件包
<a name="removed-package-info-gpubasesinglecudaarm64-ul2204-2025-11-10"></a>


| 包名称 | 
| --- | 
|  linux-aws-6.8-headers-6.8.0-1039  | 
|  linux-aws-6.8-tools-6.8.0-1039  | 
|  linux-headers-6.8.0-1039-aws  | 
|  linux-image-6.8.0-1039-aws  | 
|  linux-modules-6.8.0-1039-aws  | 
|  linux-tools-6.8.0-1039-aws  |