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# 深度学习 AMI GPU TensorFlow 2.18 (Ubuntu 22.04)
<a name="aws-deep-learning-x86-gpu-tensorflow-2.18-ubuntu-22-04"></a>

**注意**  
有关软件包的详细信息，请参阅下面链接的各个发布说明页面

有关入门帮助，请参阅 [DLAMI 入门](getting-started.md)。

#### 通知
<a name="notices-x86-gpu-tensorflow-2.18-ubuntu-22-04"></a>
+ TensorFlow 2.18 是 DLAMI 支持的最终 TensorFlow 版本。对于 future 框架 DLAMIs，请考虑使用 PyTorch DLAMIs。

#### AMI 名称格式
<a name="name-x86-gpu-tensorflow-2.18-ubuntu-22-04"></a>
+ 深度学习 OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) \$1 \$1YYYY-MM-DD\$1

#### SSM 参数查询
<a name="ssm-param-x86-gpu-tensorflow-2.18-ubuntu-22-04"></a>

 **请使用以下公共 SSM 参数查询来查找最新的 DLAMI：**

```
export SSM_PARAMETER=oss-nvidia-driver-gpu-tensorflow-2.18-ubuntu-22.04/latest/ami-id && \
        aws ssm get-parameter --region us-east-1 \
        --name /aws/service/deeplearning/ami/x86_64/$SSM_PARAMETER \
        --query "Parameter.Value" \
        --output text
```

#### AWSCLI 查询
<a name="awscli-x86-gpu-tensorflow-2.18-ubuntu-22-04"></a>

 **请使用以下 AWS 查询来查找最新的 DLAMI：**

```
aws ec2 describe-images --region us-east-1 --owners amazon --filters 'Name=name,Values=Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) ????????' 'Name=state,Values=available' --query 'reverse(sort_by(Images, &CreationDate))[:1].ImageId' --output text
```

#### 最新发布
<a name="latest-release-x86-gpu-tensorflow-2.18-ubuntu-22-04"></a>

**Topics**
+ [深度学习 OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20260122](aws-deep-learning-ami-gputf218oss-ul2204-2026-01-23.md)
+ [深度学习 OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20260121](aws-deep-learning-ami-gputf218oss-ul2204-2026-01-22.md)
+ [深度学习 OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20260117](aws-deep-learning-ami-gputf218oss-ul2204-2026-01-20.md)
+ [深度学习 OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20260103](aws-deep-learning-ami-gputf218oss-ul2204-2026-01-08.md)
+ [深度学习 OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20251227](aws-deep-learning-ami-gputf218oss-ul2204-2025-12-31.md)
+ [深度学习 OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20251209](aws-deep-learning-ami-gputf218oss-ul2204-2025-12-10.md)
+ [深度学习 OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20251115](aws-deep-learning-ami-gputf218oss-ul2204-2025-12-03.md)
+ [深度学习 OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20251108](aws-deep-learning-ami-gputf218oss-ul2204-2025-11-10.md)
+ [深度学习 OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20251007](aws-deep-learning-ami-gputf218oss-ul2204-2025-10-14.md)
+ [深度学习 OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20250927](aws-deep-learning-ami-gputf218oss-ul2204-2025-09-30.md)

# 深度学习 OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20260122
<a name="aws-deep-learning-ami-gputf218oss-ul2204-2026-01-23"></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-gputf218oss-ul2204-2026-01-23"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P5, P5e, P5en  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.8.0-1044-aws  | 
|  framework\$1version  |  2.18  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1driver  |  580.126.09  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  efa\$1version  |  1.45.0  | 
|  ofi\$1nccl\$1version  |  1.17.2  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gputf218oss-ul2204-2026-01-23"></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-gputf218oss-ul2204-2026-01-23"></a>

此版本中未添加任何软件包。

##### 更新的软件包
<a name="updated-package-info-gputf218oss-ul2204-2026-01-23"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  Markdown  |  3.10  |  3.10.1  | 
|  SQLAlchemy  |  2.0.45  |  2.0.46  | 
|  awscli  |  1.44.21  |  1.44.22  | 
|  boto3  |  1.42.31  |  1.42.32  | 
|  botocore  |  1.42.31  |  1.42.32  | 
|  jmespath  |  1.0.1  |  1.1.0  | 
|  libglib2.0-0  |  2.72.4-0ubuntu2.7  |  2.72.4-0ubuntu2.8  | 
|  libglib2.0-bin  |  2.72.4-0ubuntu2.7  |  2.72.4-0ubuntu2.8  | 
|  libglib2.0-data  |  2.72.4-0ubuntu2.7  |  2.72.4-0ubuntu2.8  | 
|  libglib2.0-dev  |  2.72.4-0ubuntu2.7  |  2.72.4-0ubuntu2.8  | 
|  libglib2.0-dev-bin  |  2.72.4-0ubuntu2.7  |  2.72.4-0ubuntu2.8  | 
|  nvidia-fabricmanager  |  580.105.08-1  |  580.126.09-1  | 
|  nvidia-ml-py  |  13.590.44  |  13.590.48  | 
|  pandas  |  2.3.3  |  3.0.0  | 
|  wcwidth  |  0.2.14  |  0.3.0  | 

##### 删除的软件包
<a name="removed-package-info-gputf218oss-ul2204-2026-01-23"></a>


| 包名称 | 
| --- | 
|  pytz  | 

# 深度学习 OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20260121
<a name="aws-deep-learning-ami-gputf218oss-ul2204-2026-01-22"></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-gputf218oss-ul2204-2026-01-22"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P5, P5e, P5en  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.8.0-1044-aws  | 
|  framework\$1version  |  2.18  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1driver  |  580.105.08  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  efa\$1version  |  1.45.0  | 
|  ofi\$1nccl\$1version  |  1.17.2  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gputf218oss-ul2204-2026-01-22"></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-gputf218oss-ul2204-2026-01-22"></a>

此版本中未添加任何软件包。

##### 更新的软件包
<a name="updated-package-info-gputf218oss-ul2204-2026-01-22"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  async-lru  |  2.0.5  |  2.1.0  | 
|  awscli  |  1.44.20  |  1.44.21  | 
|  black  |  25.12.0  |  26.1.0  | 
|  boto3  |  1.42.30  |  1.42.31  | 
|  botocore  |  1.42.30  |  1.42.31  | 
|  dill  |  0.4.0  |  0.4.1  | 
|  docker-compose-plugin  |  5.0.1-1\$1ubuntu.22.04\$1jammy  |  5.0.2-1\$1ubuntu.22.04\$1jammy  | 
|  importlib\$1metadata  |  8.0.0  |  8.7.1  | 
|  jaraco.functools  |  4.0.1  |  4.4.0  | 
|  jaraco.text  |  3.12.1  |  4.0.0  | 
|  java-11-amazon-corretto-jdk  |  11.0.29.7-1  |  11.0.30.7-1  | 
|  libc-bin  |  2.35-0ubuntu3.11  |  2.35-0ubuntu3.12  | 
|  libc-dev-bin  |  2.35-0ubuntu3.11  |  2.35-0ubuntu3.12  | 
|  libc-devtools  |  2.35-0ubuntu3.11  |  2.35-0ubuntu3.12  | 
|  libc6  |  2.35-0ubuntu3.11  |  2.35-0ubuntu3.12  | 
|  libc6-dev  |  2.35-0ubuntu3.11  |  2.35-0ubuntu3.12  | 
|  locales  |  2.35-0ubuntu3.11  |  2.35-0ubuntu3.12  | 
|  platformdirs  |  4.5.1  |  4.4.0  | 
|  pycparser  |  2.23  |  3.0  | 
|  pyparsing  |  3.3.1  |  3.3.2  | 
|  python3-urllib3  |  1.26.5-1\$1exp1ubuntu0.5  |  1.26.5-1\$1exp1ubuntu0.6  | 
|  pytokens  |  0.3.0  |  0.4.0  | 
|  setuptools  |  80.9.0  |  80.10.1  | 
|  soupsieve  |  2.8.1  |  2.8.3  | 
|  tomli  |  2.0.1  |  2.4.0  | 
|  typing\$1extensions  |  4.12.2  |  4.15.0  | 
|  zipp  |  3.19.2  |  3.23.0  | 

##### 删除的软件包
<a name="removed-package-info-gputf218oss-ul2204-2026-01-22"></a>


| 包名称 | 
| --- | 
|  inflect  | 
|  jaraco.collections  | 
|  typeguard  | 

# 深度学习 OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20260117
<a name="aws-deep-learning-ami-gputf218oss-ul2204-2026-01-20"></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-gputf218oss-ul2204-2026-01-20"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P5, P5e, P5en  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.8.0-1044-aws  | 
|  framework\$1version  |  2.18  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1driver  |  580.105.08  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  efa\$1version  |  1.45.0  | 
|  ofi\$1nccl\$1version  |  1.17.2  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gputf218oss-ul2204-2026-01-20"></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-gputf218oss-ul2204-2026-01-20"></a>

此版本中未添加任何软件包。

##### 更新的软件包
<a name="updated-package-info-gputf218oss-ul2204-2026-01-20"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  Send2Trash  |  2.0.0  |  2.1.0  | 
|  awscli  |  1.44.15  |  1.44.20  | 
|  boto3  |  1.42.25  |  1.42.30  | 
|  botocore  |  1.42.25  |  1.42.30  | 
|  dask  |  2025.12.0  |  2026.1.1  | 
|  docker-ce-cli  |  29.1.4-1\$1ubuntu.22.04\$1jammy  |  29.1.5-1\$1ubuntu.22.04\$1jammy  | 
|  docker-ce-rootless-extras  |  29.1.4-1\$1ubuntu.22.04\$1jammy  |  29.1.5-1\$1ubuntu.22.04\$1jammy  | 
|  inspectorssmplugin  |  1.0.432  |  1.0.434  | 
|  jaraco.context  |  6.0.2  |  5.3.0  | 
|  jupyter\$1server\$1terminals  |  0.5.3  |  0.5.4  | 
|  jupyterlab  |  4.5.1  |  4.5.2  | 
|  keras  |  3.13.0  |  3.13.1  | 
|  klibc-utils  |  2.0.10-4ubuntu0.1  |  2.0.10-4ubuntu0.2  | 
|  libklibc  |  2.0.10-4ubuntu0.1  |  2.0.10-4ubuntu0.2  | 
|  libpng-dev  |  1.6.37-3ubuntu0.1  |  1.6.37-3ubuntu0.3  | 
|  libpng-tools  |  1.6.37-3ubuntu0.1  |  1.6.37-3ubuntu0.3  | 
|  libpng16-16  |  1.6.37-3ubuntu0.1  |  1.6.37-3ubuntu0.3  | 
|  libpython3.10  |  3.10.12-1\$122.04.12  |  3.10.12-1\$122.04.13  | 
|  libpython3.10-dev  |  3.10.12-1\$122.04.12  |  3.10.12-1\$122.04.13  | 
|  libpython3.10-minimal  |  3.10.12-1\$122.04.12  |  3.10.12-1\$122.04.13  | 
|  libpython3.10-stdlib  |  3.10.12-1\$122.04.12  |  3.10.12-1\$122.04.13  | 
|  librt  |  0.7.7  |  0.7.8  | 
|  libtasn1-6  |  4.18.0-4ubuntu0.1  |  4.18.0-4ubuntu0.2  | 
|  notebook  |  7.5.1  |  7.5.2  | 
|  platformdirs  |  4.2.2  |  4.5.1  | 
|  plotly  |  6.5.1  |  6.5.2  | 
|  prometheus\$1client  |  0.23.1  |  0.24.1  | 
|  pyasn1  |  0.6.1  |  0.6.2  | 
|  python3-urllib3  |  1.26.5-1\$1exp1ubuntu0.4  |  1.26.5-1\$1exp1ubuntu0.5  | 
|  python3.10-dev  |  3.10.12-1\$122.04.12  |  3.10.12-1\$122.04.13  | 
|  python3.10-minimal  |  3.10.12-1\$122.04.12  |  3.10.12-1\$122.04.13  | 
|  regex  |  2025.11.3  |  2026.1.15  | 
|  scipy  |  1.16.3  |  1.17.0  | 
|  tomlkit  |  0.13.3  |  0.14.0  | 
|  typing\$1extensions  |  4.12.2  |  4.15.0  | 

##### 删除的软件包
<a name="removed-package-info-gputf218oss-ul2204-2026-01-20"></a>

此版本中未删除任何软件包。

# 深度学习 OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20260103
<a name="aws-deep-learning-ami-gputf218oss-ul2204-2026-01-08"></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-gputf218oss-ul2204-2026-01-08"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P5, P5e, P5en  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.8.0-1044-aws  | 
|  framework\$1version  |  2.18  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1driver  |  580.105.08  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  efa\$1version  |  1.45.0  | 
|  ofi\$1nccl\$1version  |  1.17.2  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gputf218oss-ul2204-2026-01-08"></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-gputf218oss-ul2204-2026-01-08"></a>

此版本中未添加任何软件包。

##### 更新的软件包
<a name="updated-package-info-gputf218oss-ul2204-2026-01-08"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  Send2Trash  |  1.8.3  |  2.0.0  | 
|  awscli  |  1.44.7  |  1.44.11  | 
|  boto3  |  1.42.17  |  1.42.21  | 
|  botocore  |  1.42.17  |  1.42.21  | 
|  celery  |  5.6.0  |  5.6.1  | 
|  docker-compose-plugin  |  5.0.0-1\$1ubuntu.22.04\$1jammy  |  5.0.1-1\$1ubuntu.22.04\$1jammy  | 
|  fastapi  |  0.127.1  |  0.128.0  | 
|  filelock  |  3.20.1  |  3.20.2  | 
|  inspectorssmplugin  |  1.0.430  |  1.0.431  | 
|  jaraco.context  |  5.3.0  |  6.0.2  | 
|  json5  |  0.12.1  |  0.13.0  | 
|  kombu  |  5.6.1  |  5.6.2  | 
|  librt  |  0.7.5  |  0.7.7  | 
|  pillow  |  12.0.0  |  12.1.0  | 
|  platformdirs  |  4.2.2  |  4.5.1  | 
|  psutil  |  7.2.0  |  7.2.1  | 
|  ruamel.yaml  |  0.18.17  |  0.19.1  | 
|  termcolor  |  3.2.0  |  3.3.0  | 
|  typing\$1extensions  |  4.12.2  |  4.15.0  | 

##### 删除的软件包
<a name="removed-package-info-gputf218oss-ul2204-2026-01-08"></a>


| 包名称 | 
| --- | 
|  exceptiongroup  | 
|  ruamel.yaml.clib  | 

# 深度学习 OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20251227
<a name="aws-deep-learning-ami-gputf218oss-ul2204-2025-12-31"></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-gputf218oss-ul2204-2025-12-31"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P5, P5e, P5en  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.8.0-1044-aws  | 
|  framework\$1version  |  2.18  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1driver  |  580.105.08  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  efa\$1version  |  1.45.0  | 
|  ofi\$1nccl\$1version  |  1.17.2  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gputf218oss-ul2204-2025-12-31"></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-gputf218oss-ul2204-2025-12-31"></a>

此版本中未添加任何软件包。

##### 更新的软件包
<a name="updated-package-info-gputf218oss-ul2204-2025-12-31"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  awscli  |  1.43.15  |  1.44.7  | 
|  boto3  |  1.42.9  |  1.42.17  | 
|  botocore  |  1.42.9  |  1.42.17  | 
|  containerd.io  |  2.2.0-2\$1ubuntu.22.04\$1jammy  |  2.2.1-1\$1ubuntu.22.04\$1jammy  | 
|  debugpy  |  1.8.18  |  1.8.19  | 
|  fastapi  |  0.124.4  |  0.127.1  | 
|  filelock  |  3.20.0  |  3.20.1  | 
|  flatbuffers  |  25.9.23  |  25.12.19  | 
|  inspectorssmplugin  |  1.0.428  |  1.0.430  | 
|  jaraco.context  |  6.0.1  |  6.0.2  | 
|  jaraco.functools  |  4.0.1  |  4.4.0  | 
|  joblib  |  1.5.2  |  1.5.3  | 
|  jupyterlab  |  4.5.0  |  4.5.1  | 
|  keras  |  3.12.0  |  3.13.0  | 
|  librt  |  0.7.3  |  0.7.5  | 
|  libxnvctrl0  |  590.44.01-0ubuntu1  |  590.48.01-0ubuntu1  | 
|  marshmallow  |  4.1.1  |  4.1.2  | 
|  mistune  |  3.1.4  |  3.2.0  | 
|  more-itertools  |  10.3.0  |  10.8.0  | 
|  mypy  |  1.19.0  |  1.19.1  | 
|  narwhals  |  2.13.0  |  2.14.0  | 
|  nbclient  |  0.10.2  |  0.10.4  | 
|  notebook  |  7.5.0  |  7.5.1  | 
|  packaging  |  24.2  |  25.0  | 
|  pipenv  |  2026.0.2  |  2026.0.3  | 
|  platformdirs  |  4.2.2  |  4.5.1  | 
|  psutil  |  7.1.3  |  7.2.0  | 
|  pyparsing  |  3.2.5  |  3.3.1  | 
|  ruamel.yaml  |  0.18.16  |  0.18.17  | 
|  soupsieve  |  2.8  |  2.8.1  | 
|  tornado  |  6.5.3  |  6.5.4  | 
|  typer  |  0.20.0  |  0.21.0  | 
|  typing\$1extensions  |  4.15.0  |  4.12.2  | 
|  tzdata  |  2025.2  |  2025.3  | 

##### 删除的软件包
<a name="removed-package-info-gputf218oss-ul2204-2025-12-31"></a>

此版本中未删除任何软件包。

# 深度学习 OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20251209
<a name="aws-deep-learning-ami-gputf218oss-ul2204-2025-12-10"></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-gputf218oss-ul2204-2025-12-10"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P5, P5e, P5en  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.8.0-1043-aws  | 
|  framework\$1version  |  2.18  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1driver  |  580.105.08  | 
|  default\$1cuda  |  /usr/local/cuda-12.5/  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  efa\$1version  |  1.45.0  | 
|  ofi\$1nccl\$1version  |  1.17.2  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gputf218oss-ul2204-2025-12-10"></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-gputf218oss-ul2204-2025-12-10"></a>


|  | 
| --- |
|  exceptiongroup-1.3.1  | 
|  tzlocal-5.3.1  | 

##### 更新的软件包
<a name="updated-package-info-gputf218oss-ul2204-2025-12-10"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  awscli  |  1.43.5  |  1.43.11  | 
|  beautifulsoup4  |  4.14.2  |  4.14.3  | 
|  billiard  |  4.2.3  |  4.2.4  | 
|  binutils-common  |  2.38-4ubuntu2.10  |  2.38-4ubuntu2.11  | 
|  binutils-x86-64-linux-gnu  |  2.38-4ubuntu2.10  |  2.38-4ubuntu2.11  | 
|  black  |  25.11.0  |  25.12.0  | 
|  boto3  |  1.41.5  |  1.42.5  | 
|  botocore  |  1.41.5  |  1.42.5  | 
|  celery  |  5.5.3  |  5.6.0  | 
|  dkms  |  3.2.2-1ubuntu1  |  3.3.0-1ubuntu1  | 
|  docker-ce-cli  |  29.1.1-1\$1ubuntu.22.04\$1jammy  |  29.1.2-1\$1ubuntu.22.04\$1jammy  | 
|  docker-ce-rootless-extras  |  29.1.1-1\$1ubuntu.22.04\$1jammy  |  29.1.2-1\$1ubuntu.22.04\$1jammy  | 
|  docker-compose-plugin  |  2.40.3-1\$1ubuntu.22.04\$1jammy  |  5.0.0-1\$1ubuntu.22.04\$1jammy  | 
|  fastapi  |  0.122.0  |  0.124.0  | 
|  fsspec  |  2025.10.0  |  2025.12.0  | 
|  gast  |  0.6.0  |  0.7.0  | 
|  greenlet  |  3.2.4  |  3.3.0  | 
|  inspectorssmplugin  |  1.0.419  |  1.0.423  | 
|  ipython  |  9.7.0  |  9.8.0  | 
|  kombu  |  5.5.4  |  5.6.1  | 
|  libbinutils  |  2.38-4ubuntu2.10  |  2.38-4ubuntu2.11  | 
|  libctf-nobfd0  |  2.38-4ubuntu2.10  |  2.38-4ubuntu2.11  | 
|  libctf0  |  2.38-4ubuntu2.10  |  2.38-4ubuntu2.11  | 
|  libnvidia-container-tools  |  1.18.0-1  |  1.18.1-1  | 
|  libnvidia-container1  |  1.18.0-1  |  1.18.1-1  | 
|  librt  |  0.6.2  |  0.7.3  | 
|  libxnvctrl0  |  580.105.08-0ubuntu1  |  590.44.01-0ubuntu1  | 
|  linux-libc-dev  |  5.15.0-161.171  |  5.15.0-163.173  | 
|  linux-tools-common  |  5.15.0-161.171  |  5.15.0-163.173  | 
|  marshmallow  |  4.1.0  |  4.1.1  | 
|  narwhals  |  2.12.0  |  2.13.0  | 
|  nvidia-container-toolkit-base  |  1.18.0-1  |  1.18.1-1  | 
|  nvidia-fabricmanager  |  580.95.05-1  |  580.105.08-1  | 
|  nvidia-ml-py  |  13.580.82  |  13.590.44  | 
|  pipenv  |  2025.0.4  |  2025.1.1  | 
|  pylint  |  4.0.3  |  4.0.4  | 
|  pytest  |  9.0.1  |  9.0.2  | 
|  rpds-py  |  0.29.0  |  0.30.0  | 
|  s3transfer  |  0.15.0  |  0.16.0  | 
|  typing\$1extensions  |  4.12.2  |  4.15.0  | 
|  urllib3  |  2.5.0  |  2.6.1  | 

##### 删除的软件包
<a name="removed-package-info-gputf218oss-ul2204-2025-12-10"></a>


| 包名称 | 
| --- | 
|  linux-aws-6.8-headers-6.8.0-1040  | 
|  linux-aws-6.8-tools-6.8.0-1040  | 
|  linux-headers-6.8.0-1040-aws  | 
|  linux-image-6.8.0-1040-aws  | 
|  linux-modules-6.8.0-1040-aws  | 
|  linux-tools-6.8.0-1040-aws  | 

# 深度学习 OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20251115
<a name="aws-deep-learning-ami-gputf218oss-ul2204-2025-12-03"></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-gputf218oss-ul2204-2025-12-03"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P5, P5e, P5en  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.8.0-1041-aws  | 
|  framework\$1version  |  2.18  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1driver  |  580.95.05  | 
|  default\$1cuda  |  /usr/local/cuda-12.5/  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.0  | 
|  efa\$1version  |  1.44.0  | 
|  ofi\$1nccl\$1version  |  1.17.1  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gputf218oss-ul2204-2025-12-03"></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-gputf218oss-ul2204-2025-12-03"></a>


|  | 
| --- |
|  linux-aws-6.8-headers-6.8.0-1041-6.8.0-1041.43\$122.04.1  | 
|  linux-aws-6.8-tools-6.8.0-1041-6.8.0-1041.43\$122.04.1  | 
|  linux-headers-6.8.0-1041-aws-6.8.0-1041.43\$122.04.1  | 
|  linux-image-6.8.0-1041-aws-6.8.0-1041.43\$122.04.1  | 
|  linux-modules-6.8.0-1041-aws-6.8.0-1041.43\$122.04.1  | 
|  linux-tools-6.8.0-1041-aws-6.8.0-1041.43\$122.04.1  | 
|  lustre-client-modules-6.8.0-1041-aws-2.15.6-1fsx21  | 

##### 更新的软件包
<a name="updated-package-info-gputf218oss-ul2204-2025-12-03"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  SecretStorage  |  3.4.0  |  3.4.1  | 
|  annotated-doc  |  0.0.3  |  0.0.4  | 
|  astroid  |  4.0.1  |  4.0.2  | 
|  awscli  |  1.42.69  |  1.42.74  | 
|  black  |  25.9.0  |  25.11.0  | 
|  boto3  |  1.40.69  |  1.40.74  | 
|  botocore  |  1.40.69  |  1.40.74  | 
|  certifi  |  2025.10.5  |  2025.11.12  | 
|  containerd.io  |  1.7.29-1\$1ubuntu.22.04\$1jammy  |  2.1.5-1\$1ubuntu.22.04\$1jammy  | 
|  docker-buildx-plugin  |  0.29.1-1\$1ubuntu.22.04\$1jammy  |  0.30.0-1\$1ubuntu.22.04\$1jammy  | 
|  docker-ce-cli  |  28.5.2-1\$1ubuntu.22.04\$1jammy  |  29.0.1-1\$1ubuntu.22.04\$1jammy  | 
|  docker-ce-rootless-extras  |  28.5.2-1\$1ubuntu.22.04\$1jammy  |  29.0.1-1\$1ubuntu.22.04\$1jammy  | 
|  fastapi  |  0.121.0  |  0.121.2  | 
|  ibacm  |  58.amzn0-1  |  59.amzn0-1  | 
|  ibverbs-providers  |  58.amzn0-1  |  59.amzn0-1  | 
|  ibverbs-utils  |  58.amzn0-1  |  59.amzn0-1  | 
|  infiniband-diags  |  58.amzn0-1  |  59.amzn0-1  | 
|  inspectorssmplugin  |  1.0.411  |  1.0.412  | 
|  intel-microcode  |  3.20250512.0ubuntu0.22.04.1  |  3.20250812.0ubuntu0.22.04.1  | 
|  libfabric-aws-bin  |  2.1.0amzn5.0  |  2.3.1amzn1.0  | 
|  libfabric-aws-dev  |  2.1.0amzn5.0  |  2.3.1amzn1.0  | 
|  libfabric1-aws  |  2.1.0amzn5.0  |  2.3.1amzn1.0  | 
|  libibmad-dev  |  58.amzn0-1  |  59.amzn0-1  | 
|  libibmad5  |  58.amzn0-1  |  59.amzn0-1  | 
|  libibnetdisc-dev  |  58.amzn0-1  |  59.amzn0-1  | 
|  libibnetdisc5  |  58.amzn0-1  |  59.amzn0-1  | 
|  libibumad-dev  |  58.amzn0-1  |  59.amzn0-1  | 
|  libibumad3  |  58.amzn0-1  |  59.amzn0-1  | 
|  libibverbs-dev  |  58.amzn0-1  |  59.amzn0-1  | 
|  libibverbs1  |  58.amzn0-1  |  59.amzn0-1  | 
|  libnccl-ofi  |  1.16.3-1  |  1.17.1-1  | 
|  librdmacm-dev  |  58.amzn0-1  |  59.amzn0-1  | 
|  librdmacm1  |  58.amzn0-1  |  59.amzn0-1  | 
|  linux-aws  |  6.8.0-1040.42\$122.04.1  |  6.8.0-1041.43\$122.04.1  | 
|  linux-headers-aws  |  6.8.0-1040.42\$122.04.1  |  6.8.0-1041.43\$122.04.1  | 
|  linux-image-aws  |  6.8.0-1040.42\$122.04.1  |  6.8.0-1041.43\$122.04.1  | 
|  narwhals  |  2.10.2  |  2.11.0  | 
|  openmpi50-aws  |  5.0.6  |  5.0.8  | 
|  optree  |  0.17.0  |  0.18.0  | 
|  pip-tools  |  7.5.1  |  7.5.2  | 
|  pipdeptree  |  2.29.0  |  2.30.0  | 
|  pydantic  |  2.12.4  |  2.9.2  | 
|  pydantic\$1core  |  2.41.5  |  2.23.4  | 
|  pylint  |  4.0.2  |  4.0.3  | 
|  pytest  |  8.4.2  |  9.0.1  | 
|  rdmacm-utils  |  58.amzn0-1  |  59.amzn0-1  | 
|  safety-schemas  |  0.0.16  |  0.0.14  | 
|  snapd  |  2.71\$1ubuntu22.04  |  2.72\$1ubuntu22.04  | 
|  zope.interface  |  8.0.1  |  8.1  | 

##### 删除的软件包
<a name="removed-package-info-gputf218oss-ul2204-2025-12-03"></a>


| 包名称 | 
| --- | 
|  lustre-client-modules-6.8.0-1040-aws  | 
|  lustre-client-modules-aws  | 

# 深度学习 OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20251108
<a name="aws-deep-learning-ami-gputf218oss-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-gputf218oss-ul2204-2025-11-10"></a>


| 包名称 | 版本 | 
| --- | --- | 
|  framework\$1version  |  2.18  | 
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P5, P5e, P5en  | 
|  efa\$1version  |  1.43.3  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  nvidia\$1driver  |  580.95.05  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 
|  kernel\$1version  |  6.8.0-1040-aws  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.0  | 
|  dcgm\$1version  |  /bin/bash: line 1: dcgmi: command not found  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  default\$1cuda  |  /usr/local/cuda-12.5/  | 
|  compute\$1architecture  |  x86\$164  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gputf218oss-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-gputf218oss-ul2204-2025-11-10"></a>


|  | 
| --- |
|  ImageIO-2.37.2  | 

##### 更新的软件包
<a name="updated-package-info-gputf218oss-ul2204-2025-11-10"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  Markdown  |  3.9  |  3.10  | 
|  amazon-cloudwatch-agent  |  1.300060.0b1248-1  |  1.300061.0b1289-1  | 
|  awscli  |  1.42.64  |  1.42.69  | 
|  bokeh  |  3.8.0  |  3.8.1  | 
|  boto3  |  1.40.64  |  1.40.69  | 
|  botocore  |  1.40.64  |  1.40.69  | 
|  cloudpickle  |  3.1.1  |  3.1.2  | 
|  containerd.io  |  1.7.28-1\$1ubuntu.22.04\$1jammy  |  1.7.29-1\$1ubuntu.22.04\$1jammy  | 
|  dask  |  2025.10.0  |  2025.11.0  | 
|  dkms  |  3.2.1-1ubuntu2  |  3.2.2-1ubuntu1  | 
|  docker-ce-cli  |  28.5.1-1\$1ubuntu.22.04\$1jammy  |  28.5.2-1\$1ubuntu.22.04\$1jammy  | 
|  docker-ce-rootless-extras  |  28.5.1-1\$1ubuntu.22.04\$1jammy  |  28.5.2-1\$1ubuntu.22.04\$1jammy  | 
|  fastapi  |  0.120.4  |  0.121.0  | 
|  inspectorssmplugin  |  1.0.404  |  1.0.411  | 
|  ipython  |  9.6.0  |  9.7.0  | 
|  ipywidgets  |  8.1.7  |  8.1.8  | 
|  jupyterlab\$1widgets  |  3.0.15  |  3.0.16  | 
|  libxnvctrl0  |  580.95.05-0ubuntu1  |  580.105.08-0ubuntu1  | 
|  marshmallow  |  4.0.1  |  4.1.0  | 
|  more-itertools  |  10.3.0  |  10.8.0  | 
|  narwhals  |  2.10.1  |  2.10.2  | 
|  packaging  |  24.2  |  25.0  | 
|  plotly  |  6.3.1  |  6.4.0  | 
|  psutil  |  7.1.2  |  7.1.3  | 
|  pydantic  |  2.12.3  |  2.12.4  | 
|  pydantic\$1core  |  2.41.4  |  2.41.5  | 
|  pytokens  |  0.2.0  |  0.3.0  | 
|  regex  |  2025.10.23  |  2025.11.3  | 
|  starlette  |  0.49.1  |  0.49.3  | 
|  typing\$1extensions  |  4.12.2  |  4.15.0  | 
|  widgetsnbextension  |  4.0.14  |  4.0.15  | 
|  wrapt  |  2.0.0  |  2.0.1  | 

##### 删除的软件包
<a name="removed-package-info-gputf218oss-ul2204-2025-11-10"></a>


| 包名称 | 
| --- | 
|  imageio  | 

# 深度学习 OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20251007
<a name="aws-deep-learning-ami-gputf218oss-ul2204-2025-10-14"></a>

有关入门帮助，请参阅 [DLAMI 入门](getting-started.md)。

##### 通知
<a name="notices-gputf218oss-ul2204"></a>
+  本版本包含针对 [NVIDIA 10 月版安全公告](https://nvidia.custhelp.com/app/answers/detail/a_id/5703)中披露的受影响 NVIDIA Driver 包的 CVE 补丁。

##### 主要软件包版本
<a name="major-package-versions-gputf218oss-ul2204-2025-10-14"></a>


| 包名称 | 版本 | 
| --- | --- | 
|  framework\$1version  |  2.18  | 
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P5, P5e, P5en  | 
|  efa\$1version  |  1.43.3  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  nvidia\$1driver  |  580.95.05  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 
|  kernel\$1version  |  6.8.0-1040-aws  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.17.8  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  default\$1cuda  |  /usr/local/cuda-12.5/  | 
|  compute\$1architecture  |  x86\$164  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gputf218oss-ul2204-2025-10-14"></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-gputf218oss-ul2204-2025-10-14"></a>


|  | 
| --- |
|  linux-aws-6.8-headers-6.8.0-1040-6.8.0-1040.42\$122.04.1  | 
|  linux-aws-6.8-tools-6.8.0-1040-6.8.0-1040.42\$122.04.1  | 
|  linux-headers-6.8.0-1040-aws-6.8.0-1040.42\$122.04.1  | 
|  linux-image-6.8.0-1040-aws-6.8.0-1040.42\$122.04.1  | 
|  linux-modules-6.8.0-1040-aws-6.8.0-1040.42\$122.04.1  | 
|  linux-tools-6.8.0-1040-aws-6.8.0-1040.42\$122.04.1  | 
|  lustre-client-modules-6.8.0-1040-aws-2.15.6-1fsx21  | 
|  nvidia-fabricmanager-580.95.05-1  | 

##### 更新的软件包
<a name="updated-package-info-gputf218oss-ul2204-2025-10-14"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  Authlib  |  1.6.4  |  1.6.5  | 
|  MarkupSafe  |  3.0.2  |  3.0.3  | 
|  aiohttp  |  3.12.15  |  3.13.0  | 
|  attrs  |  25.3.0  |  25.4.0  | 
|  awscli  |  1.42.40  |  1.42.46  | 
|  beautifulsoup4  |  4.13.5  |  4.14.2  | 
|  boto3  |  1.40.40  |  1.40.46  | 
|  botocore  |  1.40.40  |  1.40.46  | 
|  certifi  |  2025.8.3  |  2025.10.5  | 
|  cloud-init  |  25.1.4-0ubuntu0\$122.04.1  |  25.2-0ubuntu1\$122.04.1  | 
|  cryptography  |  46.0.1  |  46.0.2  | 
|  docker-buildx-plugin  |  0.28.0-0\$1ubuntu.22.04\$1jammy  |  0.29.1-1\$1ubuntu.22.04\$1jammy  | 
|  docker-ce-cli  |  28.4.0-1\$1ubuntu.22.04\$1jammy  |  28.5.0-1\$1ubuntu.22.04\$1jammy  | 
|  docker-ce-rootless-extras  |  28.4.0-1\$1ubuntu.22.04\$1jammy  |  28.5.0-1\$1ubuntu.22.04\$1jammy  | 
|  docker-compose-plugin  |  2.39.4-0\$1ubuntu.22.04\$1jammy  |  2.40.0-1\$1ubuntu.22.04\$1jammy  | 
|  efa  |  2.17.2-1.amzn1  |  2.17.3-1.amzn1  | 
|  fastapi  |  0.117.1  |  0.118.0  | 
|  fonttools  |  4.60.0  |  4.60.1  | 
|  frozenlist  |  1.7.0  |  1.8.0  | 
|  inspectorssmplugin  |  1.0.398  |  1.0.399  | 
|  ipython  |  9.5.0  |  9.6.0  | 
|  isort  |  6.0.1  |  6.1.0  | 
|  jaraco.functools  |  4.3.0  |  4.0.1  | 
|  libcurl3-gnutls  |  7.81.0-1ubuntu1.20  |  7.81.0-1ubuntu1.21  | 
|  libcurl4  |  7.81.0-1ubuntu1.20  |  7.81.0-1ubuntu1.21  | 
|  libnccl-ofi  |  1.16.2-1  |  1.16.3-1  | 
|  libssl-dev  |  3.0.2-0ubuntu1.19  |  3.0.2-0ubuntu1.20  | 
|  libssl3  |  3.0.2-0ubuntu1.19  |  3.0.2-0ubuntu1.20  | 
|  libtiff5  |  4.3.0-6ubuntu0.11  |  4.3.0-6ubuntu0.12  | 
|  libxnvctrl0  |  580.82.07-0ubuntu1  |  580.95.05-0ubuntu1  | 
|  linux-aws  |  6.8.0-1039.41\$122.04.1  |  6.8.0-1040.42\$122.04.1  | 
|  linux-headers-aws  |  6.8.0-1039.41\$122.04.1  |  6.8.0-1040.42\$122.04.1  | 
|  linux-image-aws  |  6.8.0-1039.41\$122.04.1  |  6.8.0-1040.42\$122.04.1  | 
|  linux-libc-dev  |  5.15.0-156.166  |  5.15.0-157.167  | 
|  linux-tools-common  |  5.15.0-156.166  |  5.15.0-157.167  | 
|  llvmlite  |  0.45.0  |  0.45.1  | 
|  lustre-client-modules-aws  |  6.8.0-1039.41\$122.04.1  |  6.8.0-1040.42\$122.04.1  | 
|  more-itertools  |  10.8.0  |  10.3.0  | 
|  multidict  |  6.6.4  |  6.7.0  | 
|  narwhals  |  2.5.0  |  2.7.0  | 
|  needrestart  |  3.5-5ubuntu2.4  |  3.5-5ubuntu2.5  | 
|  nh3  |  0.3.0  |  0.3.1  | 
|  nltk  |  3.9.1  |  3.9.2  | 
|  notebook  |  7.4.6  |  7.4.7  | 
|  numba  |  0.62.0  |  0.62.1  | 
|  open-vm-tools  |  12.3.5-3\$1ubuntu0.22.04.2  |  12.3.5-3\$1ubuntu0.22.04.3  | 
|  packaging  |  24.2  |  25.0  | 
|  pandas  |  2.3.2  |  2.3.3  | 
|  pip-tools  |  7.5.0  |  7.5.1  | 
|  platformdirs  |  4.2.2  |  4.4.0  | 
|  plotly  |  6.3.0  |  6.3.1  | 
|  propcache  |  0.3.2  |  0.4.0  | 
|  pydantic  |  2.11.9  |  2.12.0  | 
|  pydantic\$1core  |  2.33.2  |  2.41.1  | 
|  pylint  |  3.3.8  |  3.3.9  | 
|  python-json-logger  |  3.3.0  |  4.0.0  | 
|  typing-inspection  |  0.4.1  |  0.4.2  | 
|  yarl  |  1.20.1  |  1.22.0  | 

##### 删除的软件包
<a name="removed-package-info-gputf218oss-ul2204-2025-10-14"></a>


| 包名称 | 
| --- | 
|  lustre-client-modules-6.8.0-1039-aws  | 
|  nvidia-fabricmanager-570  | 

# 深度学习 OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20250927
<a name="aws-deep-learning-ami-gputf218oss-ul2204-2025-09-30"></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-gputf218oss-ul2204-2025-09-30"></a>


| 包名称 | 版本 | 
| --- | --- | 
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P5, P5e, P5en  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.8.0-1039-aws  | 
|  framework\$1version  |  2.18  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1driver  |  570.172.08  | 
|  default\$1cuda  |  /usr/local/cuda-12.5/  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.17.8  | 
|  efa\$1version  |  1.43.1  | 
|  ofi\$1nccl\$1version  |  1.16.2  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gputf218oss-ul2204-2025-09-30"></a>

**注意**  
按照最佳实践对所有 DLAMI 进行漏洞 AWS 扫描。尽管我们持续在每次发布中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 安全措施的全面信息，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-gputf218oss-ul2204-2025-09-30"></a>


|  | 
| --- |
|  linux-aws-6.8-headers-6.8.0-1039-6.8.0-1039.41\$122.04.1  | 
|  linux-aws-6.8-tools-6.8.0-1039-6.8.0-1039.41\$122.04.1  | 
|  linux-headers-6.8.0-1039-aws-6.8.0-1039.41\$122.04.1  | 
|  linux-image-6.8.0-1039-aws-6.8.0-1039.41\$122.04.1  | 
|  linux-modules-6.8.0-1039-aws-6.8.0-1039.41\$122.04.1  | 
|  linux-tools-6.8.0-1039-aws-6.8.0-1039.41\$122.04.1  | 
|  lustre-client-modules-6.8.0-1039-aws-2.15.6-1fsx21  | 

##### 更新的软件包
<a name="updated-package-info-gputf218oss-ul2204-2025-09-30"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  PyYAML  |  6.0.2  |  6.0.3  | 
|  anyio  |  4.10.0  |  4.11.0  | 
|  awscli  |  1.42.35  |  1.42.40  | 
|  billiard  |  4.2.1  |  4.2.2  | 
|  boto3  |  1.40.35  |  1.40.40  | 
|  botocore  |  1.40.35  |  1.40.40  | 
|  containerd.io  |  1.7.27-1  |  1.7.28-0\$1ubuntu.22.04\$1jammy  | 
|  dpkg-dev  |  1.21.1ubuntu2.3  |  1.21.1ubuntu2.6  | 
|  fastapi  |  0.116.2  |  0.117.1  | 
|  flatbuffers  |  25.2.10  |  25.9.23  | 
|  grpcio  |  1.75.0  |  1.75.1  | 
|  inspectorssmplugin  |  1.0.396  |  1.0.398  | 
|  jaraco.context  |  6.0.1  |  5.3.0  | 
|  jaraco.functools  |  4.0.1  |  4.3.0  | 
|  jupyterlab  |  4.4.7  |  4.4.9  | 
|  lark  |  1.2.2  |  1.3.0  | 
|  libc-bin  |  2.35-0ubuntu3.10  |  2.35-0ubuntu3.11  | 
|  libc-dev-bin  |  2.35-0ubuntu3.10  |  2.35-0ubuntu3.11  | 
|  libc-devtools  |  2.35-0ubuntu3.10  |  2.35-0ubuntu3.11  | 
|  libc6  |  2.35-0ubuntu3.10  |  2.35-0ubuntu3.11  | 
|  libc6-dev  |  2.35-0ubuntu3.10  |  2.35-0ubuntu3.11  | 
|  libdpkg-perl  |  1.21.1ubuntu2.3  |  1.21.1ubuntu2.6  | 
|  linux-aws  |  6.8.0-1036.38\$122.04.1  |  6.8.0-1039.41\$122.04.1  | 
|  linux-headers-aws  |  6.8.0-1036.38\$122.04.1  |  6.8.0-1039.41\$122.04.1  | 
|  linux-image-aws  |  6.8.0-1036.38\$122.04.1  |  6.8.0-1039.41\$122.04.1  | 
|  linux-libc-dev  |  5.15.0-153.163  |  5.15.0-156.166  | 
|  linux-tools-common  |  5.15.0-153.163  |  5.15.0-156.166  | 
|  locales  |  2.35-0ubuntu3.10  |  2.35-0ubuntu3.11  | 
|  lustre-client-modules-aws  |  6.8.0-1036.38\$122.04.1  |  6.8.0-1039.41\$122.04.1  | 
|  notebook  |  7.4.5  |  7.4.6  | 
|  pydantic  |  2.9.2  |  2.11.9  | 
|  pydantic\$1core  |  2.23.4  |  2.33.2  | 
|  pyparsing  |  3.2.4  |  3.2.5  | 
|  python3-pip  |  22.0.2\$1dfsg-1ubuntu0.6  |  22.0.2\$1dfsg-1ubuntu0.7  | 
|  ruamel.yaml.clib  |  0.2.12  |  0.2.14  | 
|  safety-schemas  |  0.0.14  |  0.0.16  | 
|  typer  |  0.18.0  |  0.19.2  | 
|  typing\$1extensions  |  4.12.2  |  4.15.0  | 
|  wcwidth  |  0.2.13  |  0.2.14  | 
|  zope.interface  |  8.0  |  8.0.1  | 

##### 删除的软件包
<a name="removed-package-info-gputf218oss-ul2204-2025-09-30"></a>


| 包名称 | 
| --- | 
|  linux-aws-6.8-headers-6.8.0-1036  | 
|  linux-aws-6.8-tools-6.8.0-1036  | 
|  linux-headers-6.8.0-1036-aws  | 
|  linux-image-6.8.0-1036-aws  | 
|  linux-modules-6.8.0-1036-aws  | 
|  linux-tools-6.8.0-1036-aws  | 
|  lustre-client-modules-6.8.0-1036-aws  | 

#### 档案
<a name="archive-x86-gpu-tensorflow-2.18-ubuntu-22-04"></a>

**Topics**
+ [发布说明存档](archive-detail-gpu-tensorflow-2.18-ubuntu-22-04.md)

# 发布说明存档
<a name="archive-detail-gpu-tensorflow-2.18-ubuntu-22-04"></a>

##### 发布日期：2025-02-17
<a name="2025-02-17-gpu-tensorflow-2.18-ubuntu-22-04"></a>

**AMI 名称**：深度学习 OSS Nvidia 驱动程序 AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20250215

##### 已更新
<a name="w2aac25c13b9b7c19b5b3b5"></a>
+ NVIDIA Container Toolkit 版本从 1.17.3 更新为 1.17.4 
  + 有关更多信息，请参阅此处的发行说明页面：[https://github.com/NVIDIA/nvidia-container-toolkit/releases/tag/v1.17.](https://github.com/NVIDIA/nvidia-container-toolkit/releases/tag/v1.17.4) 4
  + 在 Container Toolkit 版本 1.17.4 中，现在禁用挂载 CUDA 兼容性库。为了确保与容器工作流中的多个 CUDA 版本兼容，请确保更新 LD\$1LIBRARY\$1PATH 以包含您的 CUDA 兼容性库，如[如果您使用 CUDA 兼容层](https://docs.aws.amazon.com/sagemaker/latest/dg/inference-gpu-drivers.html#collapsible-cuda-compat)教程中所示。

##### 已删除
<a name="w2aac25c13b9b7c19b5b3b7"></a>
+ 删除了 NV [IDIA CUDA 工具包提供的用户空间库 cuobj 和 nvd](https://docs.nvidia.com/cuda/) isasm，以解决在 2025 年 2 月 18 日的 [NVIDIA CUDA 工具包安全](https://nvidia.custhelp.com/app/answers/detail/a_id/5594)公告中 CVEs 出现的问题

##### 发布日期：2025-01-20
<a name="2025-01-20-gpu-tensorflow-2.18-ubuntu-22-04"></a>

**AMI 名称**：深度学习 OSS Nvidia 驱动程序 AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20250118

##### 已更新
<a name="w2aac25c13b9b7c19b5b5b5"></a>
+ 将 Nvidia 驱动程序从 550.90.07 版本升级到 550.127.05，以解决 2025 年 1 月 [NVIDIA G](https://nvidia.custhelp.com/app/answers/detail/a_id/5614) PU CVEs 显示器驱动程序安全公告中提到的问题

##### 发布日期：2024-12-09
<a name="2024-12-09-gpu-tensorflow-2.18-ubuntu-22-04"></a>

**AMI 名称**：深度学习 OSS Nvidia 驱动程序 AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20241206

##### 新增了
<a name="w2aac25c13b9b7c19b5b7b5"></a>
+ 深度学习 OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 系列的首次发布。
  + 软件包括以下内容：
    + "nvidia-driver=550.127.05"
    + "fabric-manager=550.127.05"
    + "cuda=12.5"
    + "cudnn=9.5.1"
    + "efa=1.37.0"
    + "nccl=2.23.4"
    + “aws-nccl-ofi-plugin=v1.13.0-aws”
+ Tensorflow 虚拟环境（激活命令源/opt/tensorflow/bin/activate）包括以下内容：
  + "tensorflow=2.18.0"

##### Fixed
<a name="w2aac25c13b9b7c19b5b7b7"></a>
+ 由于 Ubuntu 内核为解决内核地址空间布局随机化（KASLR）功能中的缺陷而进行了更改，导致 G4Dn/G5 实例无法在 OSS Nvidia Driver 上正常初始化 CUDA。为缓解此问题，该 DLAMI 包括了一项功能，可为 G4Dn 和 G5 实例动态加载专有驱动程序。为了确保您的实例能够正常工作，请为此加载预留一段短暂的初始化时间。
  + 要查看此服务的状态和运行情况，您可以使用以下命令：

```
sudo systemctl is-active dynamic_driver_load.service
active
```