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# 深度学习 OSS Nvidia Driver AMI GPU PyTorch 2.12 (Ubuntu 24.04) 20260620
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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-gpupt212oss-ul2404-2026-06-23"></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  |  2.12  | 
|  python\_location  |  /opt/pytorch/bin/python  | 
|  nvidia\_driver  |  595.71.05  | 
|  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  |  v2.2.5  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gpupt212oss-ul2404-2026-06-23"></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-gpupt212oss-ul2404-2026-06-23"></a>


|  | 
| --- |
|  jupyter\_builder-1.0.2  | 

##### 更新的软件包
<a name="updated-package-info-gpupt212oss-ul2404-2026-06-23"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  Jinja2  |  3.1.2  |  3.1.6  | 
|  PyNaCl  |  1.5.0  |  1.6.2  | 
|  PyYAML  |  6.0.3  |  6.0.1  | 
|  attrs  |  26.1.0  |  23.2.0  | 
|  awscli  |  1.45.31  |  1.45.34  | 
|  boto3  |  1.34.46  |  1.43.34  | 
|  botocore  |  1.43.31  |  1.34.46  | 
|  certifi  |  2023.11.17  |  2026.6.17  | 
|  containerd.io  |  2.2.4-1\~ubuntu.24.04\~noble  |  2.2.5-1\~ubuntu.24.04\~noble  | 
|  databricks-sdk  |  0.117.0  |  0.118.0  | 
|  docker-ce-cli  |  29.5.3-1\~ubuntu.24.04\~noble  |  29.6.0-1\~ubuntu.24.04\~noble  | 
|  docker-ce-rootless-extras  |  29.5.3-1\~ubuntu.24.04\~noble  |  29.6.0-1\~ubuntu.24.04\~noble  | 
|  fastapi  |  0.137.1  |  0.138.0  | 
|  inspectorssmplugin  |  1.0.506  |  1.0.507  | 
|  jmespath  |  1.1.0  |  1.0.1  | 
|  json5  |  0.14.0  |  0.15.0  | 
|  jsonpointer  |  2.0  |  3.1.1  | 
|  jsonschema  |  4.10.3  |  4.26.0  | 
|  jupyter\_server  |  2.19.0  |  2.20.0  | 
|  jupyterlab  |  4.5.8  |  4.6.0  | 
|  libheif-plugin-aomdec  |  1.17.6-1ubuntu4.3  |  1.17.6-1ubuntu4.4  | 
|  libheif-plugin-aomenc  |  1.17.6-1ubuntu4.3  |  1.17.6-1ubuntu4.4  | 
|  libheif1  |  1.17.6-1ubuntu4.3  |  1.17.6-1ubuntu4.4  | 
|  mlflow  |  3.13.0  |  3.14.0  | 
|  mlflow-skinny  |  3.13.0  |  3.14.0  | 
|  mlflow-tracing  |  3.13.0  |  3.14.0  | 
|  packaging  |  24.0  |  26.0  | 
|  paramiko  |  2.12.0  |  5.0.0  | 
|  pytest  |  9.1.0  |  9.1.1  | 
|  python-dateutil  |  2.9.0.post0  |  2.8.2  | 
|  s3transfer  |  0.10.1  |  0.19.0  | 
|  sagemaker  |  3.13.1  |  3.14.0  | 
|  sagemaker-core  |  2.13.1  |  2.14.0  | 
|  sagemaker-mlops  |  1.13.1  |  1.14.0  | 
|  sagemaker-serve  |  1.13.1  |  1.14.0  | 
|  sagemaker-train  |  1.13.1  |  1.14.0  | 
|  scipy  |  1.17.1  |  1.18.0  | 
|  setuptools  |  68.1.2  |  81.0.0  | 
|  torch  |  2.12.0\+cu130  |  2.12.1\+cu130  | 
|  torchvision  |  0.27.0\+cu130  |  0.27.1\+cu130  | 
|  tqdm  |  4.68.2  |  4.68.3  | 
|  triton  |  3.7.0  |  3.7.1  | 
|  urllib3  |  2.7.0  |  2.0.7  | 
|  vim-common  |  9.1.0016-1ubuntu7.15  |  9.1.0016-1ubuntu7.16  | 
|  vim-runtime  |  9.1.0016-1ubuntu7.15  |  9.1.0016-1ubuntu7.16  | 
|  vim-tiny  |  9.1.0016-1ubuntu7.15  |  9.1.0016-1ubuntu7.16  | 
|  xxd  |  9.1.0016-1ubuntu7.15  |  9.1.0016-1ubuntu7.16  | 
|  zope.interface  |  8.5  |  6.1  | 

##### 删除的软件包
<a name="removed-package-info-gpupt212oss-ul2404-2026-06-23"></a>

此版本中未删除任何软件包。