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# 深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.9 (Ubuntu 24.04) 20260918
<a name="aws-deep-learning-ami-gpupt29ossarm64-ul2404-2026-09-21"></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-gpupt29ossarm64-ul2404-2026-09-21"></a>


|  |  | 
| --- |--- |
|  supported\_ec2\_instances  |  G5g, P6e-GB200  | 
|  operating\_system  |  Ubuntu 24.04.5 LTS  | 
|  compute\_architecture  |  aarch64  | 
|  kernel\_version  |  7.0.0-1012-aws  | 
|  framework\_version  |  2.9  | 
|  python\_location  |  /opt/pytorch/bin/python  | 
|  nvidia\_driver  |  595.91.07  | 
|  nvidia\_container\_toolkit\_version  |  1.20.0  | 
|  ofi\_nccl\_version  |  1.21.1  | 
|  nvme\_location  |  /opt/dlami/nvme  | 
|  ebs\_volume\_type  |  gp3  | 
|  ssm\_agent\_version  |  3.3.4793.0  | 
|  containerd\_version  |  v2.3.5  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gpupt29ossarm64-ul2404-2026-09-21"></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-gpupt29ossarm64-ul2404-2026-09-21"></a>

此版本中未添加任何软件包。

##### 更新的软件包
<a name="updated-package-info-gpupt29ossarm64-ul2404-2026-09-21"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  alembic  |  1.19.2  |  1.20.0  | 
|  cachetools  |  7.1.8  |  7.2.0  | 
|  cloud-init  |  26.1-0ubuntu1\~24.04.1  |  26.1  | 
|  contourpy  |  1.3.3  |  1.4.0  | 
|  databricks-sdk  |  0.137.0  |  0.139.0  | 
|  debugpy  |  1.8.21  |  1.8.22  | 
|  devscripts  |  2.23.7ubuntu0.2  |  2.23.7\+ubuntu0.2  | 
|  docker-buildx-plugin  |  0.37.0-1\~ubuntu.24.04\~noble  |  0.37.1-1\~ubuntu.24.04\~noble  | 
|  docker-ce-cli  |  29.8.0-1\~ubuntu.24.04\~noble  |  29.8.1-1\~ubuntu.24.04\~noble  | 
|  docker-ce-rootless-extras  |  29.8.0-1\~ubuntu.24.04\~noble  |  29.8.1-1\~ubuntu.24.04\~noble  | 
|  ec2-hibinit-agent  |  1.0.0-0ubuntu16.24.04.1  |  1.0.0  | 
|  efa  |  3.1.0-1.amzn1  |  3.3.0-1.amzn1  | 
|  filelock  |  3.32.6  |  4.0.0  | 
|  gevent  |  26.8.0  |  26.9.0  | 
|  gpg  |  2.4.4-2ubuntu17.6  |  1.18.0  | 
|  ibacm  |  63.0-1  |  64.0amzn0-1  | 
|  ibverbs-providers  |  63.0-1  |  64.0amzn0-1  | 
|  ibverbs-utils  |  63.0-1  |  64.0amzn0-1  | 
|  infiniband-diags  |  63.0-1  |  64.0amzn0-1  | 
|  inspectorssmplugin  |  1.0.527  |  1.0.530  | 
|  jupyter\_server  |  2.21.0  |  2.21.1  | 
|  jupyterlab\_server  |  2.28.0  |  2.28.1  | 
|  libaom3  |  3.8.2-2ubuntu0.1  |  3.8.2-2ubuntu0.2  | 
|  libfabric-aws-bin  |  2.4.0amzn5.0  |  2.6.0amzn1.0  | 
|  libfabric-aws-dev  |  2.4.0amzn5.0  |  2.6.0amzn1.0  | 
|  libfabric1-aws  |  2.4.0amzn5.0  |  2.6.0amzn1.0  | 
|  libibmad-dev  |  63.0-1  |  64.0amzn0-1  | 
|  libibmad5  |  63.0-1  |  64.0amzn0-1  | 
|  libibnetdisc-dev  |  63.0-1  |  64.0amzn0-1  | 
|  libibnetdisc5  |  63.0-1  |  64.0amzn0-1  | 
|  libibumad-dev  |  63.0-1  |  64.0amzn0-1  | 
|  libibumad3  |  63.0-1  |  64.0amzn0-1  | 
|  libibverbs-dev  |  63.0-1  |  64.0amzn0-1  | 
|  libibverbs1  |  63.0-1  |  64.0amzn0-1  | 
|  libnccl-ofi  |  1.20.0-1  |  1.21.1-1  | 
|  libperl5.38t64  |  5.38.2-3.2ubuntu0.4  |  5.38.2-3.2ubuntu0.6  | 
|  libpolkit-agent-1-0  |  124-2ubuntu1.24.04.3  |  124-2ubuntu1.24.04.4  | 
|  libpolkit-gobject-1-0  |  124-2ubuntu1.24.04.3  |  124-2ubuntu1.24.04.4  | 
|  librdmacm-dev  |  63.0-1  |  64.0amzn0-1  | 
|  librdmacm1  |  63.0-1  |  64.0amzn0-1  | 
|  libsqlite3-0  |  3.45.1-1ubuntu2.7  |  3.45.1-1ubuntu2.8  | 
|  libsqlite3-dev  |  3.45.1-1ubuntu2.7  |  3.45.1-1ubuntu2.8  | 
|  libxnvctrl0  |  615.71.09-1ubuntu1  |  615.71.09-2ubuntu1  | 
|  matplotlib  |  3.11.1  |  3.11.2  | 
|  mlflow  |  3.16.0  |  3.16.1  | 
|  mlflow-skinny  |  3.16.0  |  3.16.1  | 
|  mlflow-tracing  |  3.16.0  |  3.16.1  | 
|  nvidia-modprobe  |  615.71.09-1ubuntu1  |  615.71.09-2ubuntu1  | 
|  nvidia-nvml-dev  |  13.4.61  |  13.4.92  | 
|  pandas  |  3.0.5  |  3.0.6  | 
|  perl-base  |  5.38.2-3.2ubuntu0.4  |  5.38.2-3.2ubuntu0.6  | 
|  perl-modules-5.38  |  5.38.2-3.2ubuntu0.4  |  5.38.2-3.2ubuntu0.6  | 
|  platformdirs  |  4.11.8  |  4.4.0  | 
|  polkitd  |  124-2ubuntu1.24.04.3  |  124-2ubuntu1.24.04.4  | 
|  propcache  |  0.5.2  |  0.5.4  | 
|  rdmacm-utils  |  63.0-1  |  64.0amzn0-1  | 
|  sagemaker  |  3.21.0  |  3.22.1  | 
|  sagemaker-core  |  2.21.0  |  2.22.1  | 
|  sagemaker-mlops  |  1.21.0  |  1.22.1  | 
|  sagemaker-serve  |  1.21.0  |  1.22.1  | 
|  sagemaker-train  |  1.21.0  |  1.22.1  | 
|  skops  |  0.14.0  |  0.15.0  | 
|  sqlalchemy  |  2.0.52  |  2.0.54  | 
|  ssh-import-id  |  5.11-0ubuntu2.24.04.1  |  5.11  | 
|  threadpoolctl  |  3.6.0  |  3.7.0  | 
|  tornado  |  6.5.8  |  6.5.10  | 
|  tqdm  |  4.70.0  |  4.70.1  | 
|  tzdata  |  2026.3  |  2026.4  | 
|  ubuntu-pro-client  |  37.2ubuntu\~24.04.1  |  8001  | 
|  ufw  |  0.36.2-6  |  0.36.2  | 
|  unattended-upgrades  |  2.9.1\+nmu4ubuntu1  |  0.1  | 
|  uvicorn  |  0.52.4  |  0.53.0  | 
|  wcwidth  |  0.8.3  |  0.8.4  | 
|  yarl  |  1.24.5  |  1.25.1  | 

##### 删除的软件包
<a name="removed-package-info-gpupt29ossarm64-ul2404-2026-09-21"></a>

此版本中未删除任何软件包。