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# AWS 深度学习 ARM64 AMI GPU PyTorch 2.8（亚马逊 Linux 2023）
<a name="aws-deep-learning-arm64-gpu-pytorch-2.8-amazon-linux-2023"></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)。

##### AMI 名称格式
<a name="name-arm64-gpu-pytorch-2.8-amazon-linux-2023"></a>
+ 深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）\$1 \$1YYY-MM-DD\$1

##### SSM 参数查询
<a name="ssm-param-arm64-gpu-pytorch-2.8-amazon-linux-2023"></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-pytorch-2.8-amazon-linux-2023/latest/ami-id && \
        aws ssm get-parameter --region us-east-1 \
        --name /aws/service/deeplearning/ami/arm64/$SSM_PARAMETER \
        --query "Parameter.Value" \
        --output text
```

##### AWSCLI 查询
<a name="awscli-arm64-gpu-pytorch-2.8-amazon-linux-2023"></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 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Amazon Linux 2023) ????????' 'Name=state,Values=available' --query 'reverse(sort_by(Images, &CreationDate))[:1].ImageId' --output text
```

##### 最新发布
<a name="latest-release-arm64-gpu-pytorch-2.8-amazon-linux-2023"></a>

**Topics**
+ [深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20260320](aws-deep-learning-ami-gpupt28ossarm64-al2023-2026-03-20.md)
+ [深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20260306](aws-deep-learning-ami-gpupt28ossarm64-al2023-2026-03-12.md)
+ [深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20260227](aws-deep-learning-ami-gpupt28ossarm64-al2023-2026-03-02.md)
+ [深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20260220](aws-deep-learning-ami-gpupt28ossarm64-al2023-2026-02-24.md)
+ [深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20260123](aws-deep-learning-ami-gpupt28ossarm64-al2023-2026-01-27.md)
+ [深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20260122](aws-deep-learning-ami-gpupt28ossarm64-al2023-2026-01-23.md)
+ [深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20260121](aws-deep-learning-ami-gpupt28ossarm64-al2023-2026-01-21.md)
+ [深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20260116](aws-deep-learning-ami-gpupt28ossarm64-al2023-2026-01-20.md)
+ [深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20260102](aws-deep-learning-ami-gpupt28ossarm64-al2023-2026-01-02.md)
+ [深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20251226](aws-deep-learning-ami-gpupt28ossarm64-al2023-2025-12-31.md)
+ [深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20251206](aws-deep-learning-ami-gpupt28ossarm64-al2023-2025-12-10.md)
+ [深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20251114](aws-deep-learning-ami-gpupt28ossarm64-al2023-2025-12-03.md)
+ [深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20251107](aws-deep-learning-ami-gpupt28ossarm64-al2023-2025-11-10.md)
+ [深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20251003](aws-deep-learning-ami-gpupt28ossarm64-al2023-2025-10-14.md)
+ [深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20250926](aws-deep-learning-ami-gpupt28ossarm64-al2023-2025-09-30.md)

# 深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20260320
<a name="aws-deep-learning-ami-gpupt28ossarm64-al2023-2026-03-20"></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-al2023-2026-03-20"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  operating\$1system  |  Amazon Linux 2023.10.20260302  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.12.73-95.123.amzn2023.aarch64  | 
|  framework\$1version  |  2.8  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.126.09  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.9  | 
|  gdr\$1copy  |  2.5.2  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.19.0  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3598.0  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gpupt28ossarm64-al2023-2026-03-20"></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-gpupt28ossarm64-al2023-2026-03-20"></a>

此版本中未添加任何软件包。

##### 更新的软件包
<a name="updated-package-info-gpupt28ossarm64-al2023-2026-03-20"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  async-lru  |  2.2.0  |  2.3.0  | 
|  attrs  |  25.4.0  |  26.1.0  | 
|  boto3  |  1.42.67  |  1.42.72  | 
|  botocore  |  1.42.67  |  1.42.72  | 
|  charset-normalizer  |  3.4.5  |  3.4.6  | 
|  databricks-sdk  |  0.99.0  |  0.102.0  | 
|  deepdiff  |  8.6.1  |  8.6.2  | 
|  fonttools  |  4.62.0  |  4.62.1  | 
|  gdrcopy  |  2.5.1-1  |  2.5.2-1  | 
|  gdrcopy-devel  |  2.5.1-1  |  2.5.2-1  | 
|  gdrcopy-kmod  |  2.5.1-1dkms  |  2.5.2-1dkms  | 
|  inspectorssmplugin  |  1.0.443-1  |  1.0.455-1  | 
|  nvidia-ml-py  |  13.590.48  |  13.595.45  | 
|  onnxruntime  |  1.24.3  |  1.24.4  | 
|  platformdirs  |  4.4.0  |  4.9.4  | 
|  pyasn1  |  0.6.2  |  0.6.3  | 
|  sagemaker-core  |  2.5.1  |  2.6.0  | 
|  sagemaker-train  |  1.5.0  |  1.6.0  | 
|  uvicorn  |  0.41.0  |  0.42.0  | 

##### 删除的软件包
<a name="removed-package-info-gpupt28ossarm64-al2023-2026-03-20"></a>

此版本中未删除任何软件包。

# 深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20260306
<a name="aws-deep-learning-ami-gpupt28ossarm64-al2023-2026-03-12"></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-al2023-2026-03-12"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  operating\$1system  |  Amazon Linux 2023.10.20260216  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.12.68-92.122.amzn2023.aarch64  | 
|  framework\$1version  |  2.8  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.126.09  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.9  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.2  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3598.0  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gpupt28ossarm64-al2023-2026-03-12"></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-gpupt28ossarm64-al2023-2026-03-12"></a>

此版本中未添加任何软件包。

##### 更新的软件包
<a name="updated-package-info-gpupt28ossarm64-al2023-2026-03-12"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  Authlib  |  1.6.8  |  1.6.9  | 
|  SQLAlchemy  |  2.0.47  |  2.0.48  | 
|  boto3  |  1.42.58  |  1.42.62  | 
|  botocore  |  1.42.58  |  1.42.62  | 
|  cachetools  |  7.0.1  |  7.0.3  | 
|  databricks-sdk  |  0.94.0  |  0.96.0  | 
|  fastapi  |  0.133.1  |  0.135.1  | 
|  filelock  |  3.24.3  |  3.25.0  | 
|  geventhttpclient  |  2.3.8  |  2.3.9  | 
|  graphql-core  |  3.2.7  |  3.2.8  | 
|  ipython  |  9.10.0  |  9.11.0  | 
|  mlflow  |  3.10.0  |  3.10.1  | 
|  mlflow-skinny  |  3.10.0  |  3.10.1  | 
|  mlflow-tracing  |  3.10.0  |  3.10.1  | 
|  onnxruntime  |  1.24.2  |  1.24.3  | 
|  opentelemetry-api  |  1.39.1  |  1.40.0  | 
|  opentelemetry-proto  |  1.39.1  |  1.40.0  | 
|  opentelemetry-sdk  |  1.39.1  |  1.40.0  | 
|  opentelemetry-semantic-conventions  |  0.60b1  |  0.61b0  | 
|  platformdirs  |  4.4.0  |  4.9.4  | 
|  python-dotenv  |  1.2.1  |  1.2.2  | 
|  pytz  |  2025.2  |  2026.1.post1  | 
|  regex  |  2026.2.19  |  2026.2.28  | 
|  sagemaker  |  3.4.1  |  3.5.0  | 
|  sagemaker-core  |  2.4.1  |  2.5.0  | 
|  sagemaker-mlops  |  1.4.1  |  1.5.0  | 
|  sagemaker-serve  |  1.4.1  |  1.5.0  | 
|  sagemaker-train  |  1.4.1  |  1.5.0  | 
|  tabulate  |  0.9.0  |  0.10.0  | 
|  tritonclient  |  2.65.0  |  2.66.0  | 
|  yarl  |  1.22.0  |  1.23.0  | 

##### 删除的软件包
<a name="removed-package-info-gpupt28ossarm64-al2023-2026-03-12"></a>

此版本中未删除任何软件包。

# 深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20260227
<a name="aws-deep-learning-ami-gpupt28ossarm64-al2023-2026-03-02"></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-al2023-2026-03-02"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  operating\$1system  |  Amazon Linux 2023.10.20260216  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.12.68-92.122.amzn2023.aarch64  | 
|  framework\$1version  |  2.8  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.126.09  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.9  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.2  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3598.0  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gpupt28ossarm64-al2023-2026-03-02"></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-gpupt28ossarm64-al2023-2026-03-02"></a>

此版本中未添加任何软件包。

##### 更新的软件包
<a name="updated-package-info-gpupt28ossarm64-al2023-2026-03-02"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  SQLAlchemy  |  2.0.46  |  2.0.47  | 
|  async-lru  |  2.1.0  |  2.2.0  | 
|  boto3  |  1.42.53  |  1.42.58  | 
|  botocore  |  1.42.53  |  1.42.58  | 
|  cachetools  |  6.2.6  |  7.0.1  | 
|  certifi  |  2026.1.4  |  2026.2.25  | 
|  databricks-sdk  |  0.91.0  |  0.94.0  | 
|  fastapi  |  0.129.0  |  0.133.1  | 
|  geventhttpclient  |  2.3.7  |  2.3.8  | 
|  greenlet  |  3.3.1  |  3.3.2  | 
|  gunicorn  |  23.0.0  |  25.1.0  | 
|  inspectorssmplugin  |  1.0.441-1  |  1.0.443-1  | 
|  jupyterlab  |  4.5.4  |  4.5.5  | 
|  mlflow  |  3.9.0  |  3.10.0  | 
|  mlflow-skinny  |  3.9.0  |  3.10.0  | 
|  mlflow-tracing  |  3.9.0  |  3.10.0  | 
|  narwhals  |  2.16.0  |  2.17.0  | 
|  nltk  |  3.9.2  |  3.9.3  | 
|  packaging  |  25.0  |  26.0  | 
|  platformdirs  |  4.4.0  |  4.9.2  | 
|  pyarrow  |  22.0.0  |  23.0.1  | 
|  scipy  |  1.17.0  |  1.17.1  | 
|  typer  |  0.24.0  |  0.24.1  | 

##### 删除的软件包
<a name="removed-package-info-gpupt28ossarm64-al2023-2026-03-02"></a>

此版本中未删除任何软件包。

# 深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20260220
<a name="aws-deep-learning-ami-gpupt28ossarm64-al2023-2026-02-24"></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-al2023-2026-02-24"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  operating\$1system  |  Amazon Linux 2023.10.20260216  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.12.68-92.122.amzn2023.aarch64  | 
|  framework\$1version  |  2.8  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.126.09  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.9  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.2  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3598.0  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gpupt28ossarm64-al2023-2026-02-24"></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-gpupt28ossarm64-al2023-2026-02-24"></a>


|  | 
| --- |
|  kernel-livepatch-6.12.68-92.122-1.0-0.amzn2023  | 

##### 更新的软件包
<a name="updated-package-info-gpupt28ossarm64-al2023-2026-02-24"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  Authlib  |  1.6.7  |  1.6.8  | 
|  Flask  |  3.1.2  |  3.1.3  | 
|  Werkzeug  |  3.1.5  |  3.1.6  | 
|  alsa-lib  |  1.2.7.2-1.amzn2023.0.2  |  1.2.7.2-1.amzn2023.0.3  | 
|  amazon-cloudwatch-agent  |  1.300062.1-1.amzn2023  |  1.300064.1-1.amzn2023  | 
|  amazon-linux-repo-s3  |  2023.10.20260202-0.amzn2023  |  2023.10.20260216-0.amzn2023  | 
|  amazon-ssm-agent  |  3.3.3572.0-1.amzn2023  |  3.3.3598.0-1.amzn2023  | 
|  boto3  |  1.42.48  |  1.42.53  | 
|  botocore  |  1.42.48  |  1.42.53  | 
|  containerd  |  2.1.5-1.amzn2023.0.5  |  2.2.1-1.amzn2023.0.1  | 
|  coreutils  |  8.32-30.amzn2023.0.4  |  8.32-30.amzn2023.0.5  | 
|  coreutils-common  |  8.32-30.amzn2023.0.4  |  8.32-30.amzn2023.0.5  | 
|  curl-minimal  |  8.15.0-4.amzn2023.0.1  |  8.17.0-1.amzn2023.0.1  | 
|  databricks-sdk  |  0.88.0  |  0.91.0  | 
|  docker  |  25.0.14-1.amzn2023.0.1  |  25.0.14-1.amzn2023.0.2  | 
|  expat  |  2.6.3-1.amzn2023.0.3  |  2.6.3-1.amzn2023.0.4  | 
|  filelock  |  3.21.1  |  3.24.3  | 
|  gnupg2  |  2.3.7-1.amzn2023.0.6  |  2.3.7-1.amzn2023.0.7  | 
|  gnupg2-smime  |  2.3.7-1.amzn2023.0.6  |  2.3.7-1.amzn2023.0.7  | 
|  inspectorssmplugin  |  1.0.440-1  |  1.0.441-1  | 
|  kernel-livepatch-repo-s3  |  2023.10.20260202-0.amzn2023  |  2023.10.20260216-0.amzn2023  | 
|  kernel6.12  |  6.12.66-88.122.amzn2023  |  6.12.68-92.122.amzn2023  | 
|  kernel6.12-devel  |  6.12.66-88.122.amzn2023  |  6.12.68-92.122.amzn2023  | 
|  kernel6.12-headers  |  6.12.66-88.122.amzn2023  |  6.12.68-92.122.amzn2023  | 
|  kernel6.12-libbpf  |  6.12.66-88.122.amzn2023  |  6.12.68-92.122.amzn2023  | 
|  kernel6.12-modules-extra  |  6.12.66-88.122.amzn2023  |  6.12.68-92.122.amzn2023  | 
|  kernel6.12-modules-extra-common  |  6.12.66-88.122.amzn2023  |  6.12.68-92.122.amzn2023  | 
|  kernel6.12-tools  |  6.12.66-88.122.amzn2023  |  6.12.68-92.122.amzn2023  | 
|  libcurl-devel  |  8.15.0-4.amzn2023.0.1  |  8.17.0-1.amzn2023.0.1  | 
|  libcurl-minimal  |  8.15.0-4.amzn2023.0.1  |  8.17.0-1.amzn2023.0.1  | 
|  libpng  |  1.6.37-10.amzn2023.0.9  |  1.6.37-10.amzn2023.0.10  | 
|  numba  |  0.63.1  |  0.64.0  | 
|  onnxruntime  |  1.24.1  |  1.24.2  | 
|  openssh  |  8.7p1-8.amzn2023.0.15  |  8.7p1-8.amzn2023.0.16  | 
|  openssh-clients  |  8.7p1-8.amzn2023.0.15  |  8.7p1-8.amzn2023.0.16  | 
|  openssh-server  |  8.7p1-8.amzn2023.0.15  |  8.7p1-8.amzn2023.0.16  | 
|  openssl  |  3.2.2-1.amzn2023.0.4  |  3.2.2-1.amzn2023.0.5  | 
|  openssl-devel  |  3.2.2-1.amzn2023.0.4  |  3.2.2-1.amzn2023.0.5  | 
|  openssl-fips-provider-latest  |  3.2.2-1.amzn2023.0.4  |  3.2.2-1.amzn2023.0.5  | 
|  openssl-libs  |  3.2.2-1.amzn2023.0.4  |  3.2.2-1.amzn2023.0.5  | 
|  packaging  |  26.0  |  25.0  | 
|  platformdirs  |  4.7.0  |  4.9.2  | 
|  protobuf  |  3.19.6-1.amzn2023.0.1  |  3.19.6-1.amzn2023.0.3  | 
|  protobuf-compiler  |  3.19.6-1.amzn2023.0.1  |  3.19.6-1.amzn2023.0.3  | 
|  protobuf-devel  |  3.19.6-1.amzn2023.0.1  |  3.19.6-1.amzn2023.0.3  | 
|  publicsuffix-list  |  20240212-61.amzn2023  |  20260116-1.amzn2023.0.1  | 
|  publicsuffix-list-dafsa  |  20240212-61.amzn2023  |  20260116-1.amzn2023.0.1  | 
|  pybind11  |  3.0.1  |  3.0.2  | 
|  pydantic  |  2.12.5  |  2.9.2  | 
|  pydantic\$1core  |  2.41.5  |  2.23.4  | 
|  python3-awscrt  |  0.29.1-1.amzn2023.0.1  |  0.31.1-1.amzn2023.0.1  | 
|  regex  |  2026.1.15  |  2026.2.19  | 
|  runc  |  1.3.4-1.amzn2023.0.1  |  1.3.4-1.amzn2023.0.2  | 
|  rust-toolset-srpm-macros  |  1.92.0-1.amzn2023.0.1  |  1.93.0-1.amzn2023.0.1  | 
|  safety-schemas  |  0.0.16  |  0.0.14  | 
|  setuptools  |  82.0.0  |  81.0.0  | 
|  system-release  |  2023.10.20260202-0.amzn2023  |  2023.10.20260216-0.amzn2023  | 
|  typer  |  0.23.0  |  0.24.0  | 
|  uvicorn  |  0.40.0  |  0.41.0  | 
|  zlib  |  1.2.11-33.amzn2023.0.5  |  1.2.11-33.amzn2023.0.6  | 
|  zlib-devel  |  1.2.11-33.amzn2023.0.5  |  1.2.11-33.amzn2023.0.6  | 

##### 删除的软件包
<a name="removed-package-info-gpupt28ossarm64-al2023-2026-02-24"></a>


| 包名称 | 
| --- | 
|  kernel-livepatch-6.12.66-88.122  | 

# 深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20260123
<a name="aws-deep-learning-ami-gpupt28ossarm64-al2023-2026-01-27"></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-al2023-2026-01-27"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  operating\$1system  |  Amazon Linux 2023.10.20260105  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.12.63-84.121.amzn2023.aarch64  | 
|  framework\$1version  |  2.8  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.126.09  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.9  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3572.0  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gpupt28ossarm64-al2023-2026-01-27"></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-gpupt28ossarm64-al2023-2026-01-27"></a>

此版本中未添加任何软件包。

##### 更新的软件包
<a name="updated-package-info-gpupt28ossarm64-al2023-2026-01-27"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  boto3  |  1.42.32  |  1.42.33  | 
|  botocore  |  1.42.32  |  1.42.33  | 
|  wcwidth  |  0.3.0  |  0.3.1  | 
|  wheel  |  0.45.1  |  0.46.3  | 

##### 删除的软件包
<a name="removed-package-info-gpupt28ossarm64-al2023-2026-01-27"></a>

此版本中未删除任何软件包。

# 深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20260122
<a name="aws-deep-learning-ami-gpupt28ossarm64-al2023-2026-01-23"></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-gpupt28ossarm64-al2023-2026-01-23"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  operating\$1system  |  Amazon Linux 2023.10.20260105  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.12.63-84.121.amzn2023.aarch64  | 
|  framework\$1version  |  2.8  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.126.09  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.9  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3572.0  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gpupt28ossarm64-al2023-2026-01-23"></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-gpupt28ossarm64-al2023-2026-01-23"></a>

此版本中未添加任何软件包。

##### 更新的软件包
<a name="updated-package-info-gpupt28ossarm64-al2023-2026-01-23"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  boto3  |  1.42.31  |  1.42.32  | 
|  botocore  |  1.42.31  |  1.42.32  | 
|  importlib\$1metadata  |  8.0.0  |  8.7.1  | 
|  jaraco.context  |  5.3.0  |  6.1.0  | 
|  jaraco.functools  |  4.0.1  |  4.4.0  | 
|  jaraco.text  |  3.12.1  |  4.0.0  | 
|  jmespath  |  1.0.1  |  1.1.0  | 
|  more-itertools  |  10.3.0  |  10.8.0  | 
|  nvidia-imex  |  580.105.08-1  |  580.126.09-1  | 
|  nvidia-ml-py  |  13.590.44  |  13.590.48  | 
|  packaging  |  24.2  |  25.0  | 
|  pandas  |  2.3.3  |  3.0.0  | 
|  platformdirs  |  4.2.2  |  4.4.0  | 
|  pycparser  |  2.23  |  3.0  | 
|  pyparsing  |  3.3.1  |  3.3.2  | 
|  sagemaker  |  2.256.0  |  2.256.1  | 
|  setuptools  |  80.9.0  |  80.10.1  | 
|  tomli  |  2.0.1  |  2.4.0  | 
|  wcwidth  |  0.2.14  |  0.3.0  | 
|  wheel  |  0.45.1  |  0.46.3  | 

##### 删除的软件包
<a name="removed-package-info-gpupt28ossarm64-al2023-2026-01-23"></a>


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

# 深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20260121
<a name="aws-deep-learning-ami-gpupt28ossarm64-al2023-2026-01-21"></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-gpupt28ossarm64-al2023-2026-01-21"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  operating\$1system  |  Amazon Linux 2023.10.20260105  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.12.63-84.121.amzn2023.aarch64  | 
|  framework\$1version  |  2.8  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.105.08  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.9  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3572.0  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gpupt28ossarm64-al2023-2026-01-21"></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-gpupt28ossarm64-al2023-2026-01-21"></a>

此版本中未添加任何软件包。

##### 更新的软件包
<a name="updated-package-info-gpupt28ossarm64-al2023-2026-01-21"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  async-lru  |  2.0.5  |  2.1.0  | 
|  boto3  |  1.42.29  |  1.42.31  | 
|  botocore  |  1.42.29  |  1.42.31  | 
|  dill  |  0.4.0  |  0.4.1  | 
|  inspectorssmplugin  |  1.0.433-1  |  1.0.434-1  | 
|  multiprocess  |  0.70.18  |  0.70.19  | 
|  pathos  |  0.3.4  |  0.3.5  | 
|  pox  |  0.3.6  |  0.3.7  | 
|  ppft  |  1.7.7  |  1.7.8  | 
|  pyarrow  |  22.0.0  |  23.0.0  | 
|  sagemaker-core  |  1.0.73  |  1.0.74  | 
|  soupsieve  |  2.8.1  |  2.8.3  | 

##### 删除的软件包
<a name="removed-package-info-gpupt28ossarm64-al2023-2026-01-21"></a>

此版本中未删除任何软件包。

# 深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20260116
<a name="aws-deep-learning-ami-gpupt28ossarm64-al2023-2026-01-20"></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-gpupt28ossarm64-al2023-2026-01-20"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  operating\$1system  |  Amazon Linux 2023.10.20260105  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.12.63-84.121.amzn2023.aarch64  | 
|  framework\$1version  |  2.8  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.105.08  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.9  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3572.0  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gpupt28ossarm64-al2023-2026-01-20"></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-gpupt28ossarm64-al2023-2026-01-20"></a>

此版本中未添加任何软件包。

##### 更新的软件包
<a name="updated-package-info-gpupt28ossarm64-al2023-2026-01-20"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  Send2Trash  |  2.0.0  |  2.1.0  | 
|  boto3  |  1.42.24  |  1.42.29  | 
|  botocore  |  1.42.24  |  1.42.29  | 
|  filelock  |  3.20.2  |  3.20.3  | 
|  fsspec  |  2025.12.0  |  2026.1.0  | 
|  inspectorssmplugin  |  1.0.432-1  |  1.0.433-1  | 
|  jupyter\$1server\$1terminals  |  0.5.3  |  0.5.4  | 
|  jupyterlab  |  4.5.1  |  4.5.2  | 
|  prometheus\$1client  |  0.23.1  |  0.24.1  | 
|  regex  |  2025.11.3  |  2026.1.15  | 
|  sagemaker-core  |  1.0.72  |  1.0.73  | 
|  scipy  |  1.16.3  |  1.17.0  | 
|  tomlkit  |  0.13.3  |  0.14.0  | 
|  typing\$1extensions  |  4.12.2  |  4.15.0  | 
|  zipp  |  3.23.0  |  3.19.2  | 

##### 删除的软件包
<a name="removed-package-info-gpupt28ossarm64-al2023-2026-01-20"></a>

此版本中未删除任何软件包。

# 深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20260102
<a name="aws-deep-learning-ami-gpupt28ossarm64-al2023-2026-01-02"></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-al2023-2026-01-02"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  operating\$1system  |  Amazon Linux 2023.9.20251208  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.12.58-82.121.amzn2023.aarch64  | 
|  framework\$1version  |  2.8  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.105.08  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.9  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3050.0  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gpupt28ossarm64-al2023-2026-01-02"></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-gpupt28ossarm64-al2023-2026-01-02"></a>


|  | 
| --- |
|  ruamel.yaml.clibz-0.3.4  | 

##### 更新的软件包
<a name="updated-package-info-gpupt28ossarm64-al2023-2026-01-02"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  Send2Trash  |  1.8.3  |  2.0.0  | 
|  boto3  |  1.42.16  |  1.42.19  | 
|  botocore  |  1.42.16  |  1.42.19  | 
|  fastapi  |  0.127.0  |  0.128.0  | 
|  inspectorssmplugin  |  1.0.430-1  |  1.0.431-1  | 
|  json5  |  0.12.1  |  0.13.0  | 
|  psutil  |  7.2.0  |  7.2.1  | 
|  ruamel.yaml  |  0.18.17  |  0.19.0  | 
|  termcolor  |  3.2.0  |  3.3.0  | 
|  typing\$1extensions  |  4.15.0  |  4.12.2  | 

##### 删除的软件包
<a name="removed-package-info-gpupt28ossarm64-al2023-2026-01-02"></a>


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

# 深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20251226
<a name="aws-deep-learning-ami-gpupt28ossarm64-al2023-2025-12-31"></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-gpupt28ossarm64-al2023-2025-12-31"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  operating\$1system  |  Amazon Linux 2023.9.20251208  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.12.58-82.121.amzn2023.aarch64  | 
|  framework\$1version  |  2.8  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.105.08  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.9  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3050.0  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gpupt28ossarm64-al2023-2025-12-31"></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-gpupt28ossarm64-al2023-2025-12-31"></a>

此版本中未添加任何软件包。

##### 更新的软件包
<a name="updated-package-info-gpupt28ossarm64-al2023-2025-12-31"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  boto3  |  1.42.13  |  1.42.16  | 
|  botocore  |  1.42.13  |  1.42.16  | 
|  fastapi  |  0.125.0  |  0.127.0  | 
|  inspectorssmplugin  |  1.0.429-1  |  1.0.430-1  | 
|  marshmallow  |  4.1.1  |  4.1.2  | 
|  mistune  |  3.1.4  |  3.2.0  | 
|  nbclient  |  0.10.2  |  0.10.4  | 
|  psutil  |  7.1.3  |  7.2.0  | 
|  pyparsing  |  3.2.5  |  3.3.1  | 
|  typer  |  0.20.0  |  0.21.0  | 
|  typing\$1extensions  |  4.12.2  |  4.15.0  | 
|  uvicorn  |  0.38.0  |  0.40.0  | 
|  zipp  |  3.19.2  |  3.23.0  | 

##### 删除的软件包
<a name="removed-package-info-gpupt28ossarm64-al2023-2025-12-31"></a>

此版本中未删除任何软件包。

# 深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20251206
<a name="aws-deep-learning-ami-gpupt28ossarm64-al2023-2025-12-10"></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-gpupt28ossarm64-al2023-2025-12-10"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G5g  | 
|  operating\$1system  |  Amazon Linux 2023.9.20251117  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.12.55-74.119.amzn2023.aarch64  | 
|  framework\$1version  |  2.8  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.105.08  | 
|  default\$1cuda  |  /usr/local/cuda-12.9/  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.9  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3050.0  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gpupt28ossarm64-al2023-2025-12-10"></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-gpupt28ossarm64-al2023-2025-12-10"></a>

此版本中未添加任何软件包。

##### 更新的软件包
<a name="updated-package-info-gpupt28ossarm64-al2023-2025-12-10"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  Werkzeug  |  3.1.3  |  3.1.4  | 
|  anyio  |  4.11.0  |  4.12.0  | 
|  beautifulsoup4  |  4.14.2  |  4.14.3  | 
|  boto3  |  1.41.5  |  1.42.4  | 
|  botocore  |  1.41.5  |  1.42.4  | 
|  fastapi  |  0.122.0  |  0.123.10  | 
|  fonttools  |  4.60.1  |  4.61.0  | 
|  fsspec  |  2025.10.0  |  2025.12.0  | 
|  gdrcopy  |  2.5-1  |  2.5.1-1  | 
|  gdrcopy-devel  |  2.5-1  |  2.5.1-1  | 
|  gdrcopy-kmod  |  2.5-1dkms  |  2.5.1-1dkms  | 
|  ipython  |  9.7.0  |  9.8.0  | 
|  libnvidia-container-tools  |  1.18.0-1  |  1.18.1-1  | 
|  libnvidia-container1  |  1.18.0-1  |  1.18.1-1  | 
|  marshmallow  |  4.1.0  |  4.1.1  | 
|  narwhals  |  2.12.0  |  2.13.0  | 
|  nvidia-container-toolkit  |  1.18.0-1  |  1.18.1-1  | 
|  nvidia-container-toolkit-base  |  1.18.0-1  |  1.18.1-1  | 
|  nvidia-imex  |  580.95.05-1  |  580.105.08-1  | 
|  rpds-py  |  0.29.0  |  0.30.0  | 
|  s3transfer  |  0.15.0  |  0.16.0  | 
|  sagemaker  |  2.254.1  |  2.255.0  | 
|  sagemaker-core  |  1.0.69  |  1.0.71  | 
|  typing\$1extensions  |  4.12.2  |  4.15.0  | 
|  urllib3  |  2.5.0  |  2.6.0  | 

##### 删除的软件包
<a name="removed-package-info-gpupt28ossarm64-al2023-2025-12-10"></a>


| 包名称 | 
| --- | 
|  sniffio  | 

# 深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20251114
<a name="aws-deep-learning-ami-gpupt28ossarm64-al2023-2025-12-03"></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-gpupt28ossarm64-al2023-2025-12-03"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G5g  | 
|  operating\$1system  |  Amazon Linux 2023.9.20251110  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.12.55-74.119.amzn2023.aarch64  | 
|  framework\$1version  |  2.8  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.95.05  | 
|  default\$1cuda  |  /usr/local/cuda-12.9/  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.9  | 
|  gdr\$1copy  |  2.5  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.0  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3050.0  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gpupt28ossarm64-al2023-2025-12-03"></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-gpupt28ossarm64-al2023-2025-12-03"></a>


|  | 
| --- |
|  kernel-livepatch-6.12.55-74.119-1.0-0.amzn2023  | 

##### 更新的软件包
<a name="updated-package-info-gpupt28ossarm64-al2023-2025-12-03"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  amazon-cloudwatch-agent  |  1.300059.1-1.amzn2023  |  1.300060.1-1.amzn2023  | 
|  amazon-linux-repo-s3  |  2023.9.20251105-0.amzn2023  |  2023.9.20251110-0.amzn2023  | 
|  annotated-doc  |  0.0.3  |  0.0.4  | 
|  bokeh  |  3.8.0  |  3.8.1  | 
|  boto3  |  1.40.68  |  1.40.73  | 
|  botocore  |  1.40.68  |  1.40.73  | 
|  certifi  |  2025.10.5  |  2025.11.12  | 
|  containerd  |  2.1.4-1.amzn2023.0.1  |  2.1.4-1.amzn2023.0.2  | 
|  dkms  |  3.2.1-182.amzn2023  |  3.3.0-183.amzn2023  | 
|  dnf-plugin-support-info  |  1.8-1.amzn2023  |  1.9-1.amzn2023  | 
|  docker  |  25.0.13-1.amzn2023.0.1  |  25.0.13-1.amzn2023.0.2  | 
|  dwz  |  0.14-6.amzn2023.0.2  |  0.16-2.amzn2023.0.1  | 
|  fastapi  |  0.121.0  |  0.121.2  | 
|  inspectorssmplugin  |  1.0.410-1  |  1.0.411-1  | 
|  kernel-livepatch-repo-s3  |  2023.9.20251105-0.amzn2023  |  2023.9.20251110-0.amzn2023  | 
|  kernel6.12  |  6.12.53-69.119.amzn2023  |  6.12.55-74.119.amzn2023  | 
|  kernel6.12-devel  |  6.12.53-69.119.amzn2023  |  6.12.55-74.119.amzn2023  | 
|  kernel6.12-headers  |  6.12.53-69.119.amzn2023  |  6.12.55-74.119.amzn2023  | 
|  kernel6.12-libbpf  |  6.12.53-69.119.amzn2023  |  6.12.55-74.119.amzn2023  | 
|  kernel6.12-modules-extra  |  6.12.53-69.119.amzn2023  |  6.12.55-74.119.amzn2023  | 
|  kernel6.12-modules-extra-common  |  6.12.53-69.119.amzn2023  |  6.12.55-74.119.amzn2023  | 
|  kernel6.12-tools  |  6.12.53-69.119.amzn2023  |  6.12.55-74.119.amzn2023  | 
|  libcap  |  2.73-1.amzn2023.0.3  |  2.73-1.amzn2023.0.4  | 
|  libssh  |  0.10.6-1.amzn2023.0.2  |  0.10.6-1.amzn2023.0.3  | 
|  libssh-config  |  0.10.6-1.amzn2023.0.2  |  0.10.6-1.amzn2023.0.3  | 
|  libssh-devel  |  0.10.6-1.amzn2023.0.2  |  0.10.6-1.amzn2023.0.3  | 
|  lustre-client  |  2.15.6-21.amzn2023  |  2.15.6-23.amzn2023  | 
|  lz4-libs  |  1.9.4-1.amzn2023.0.2  |  1.9.4-1.amzn2023.0.3  | 
|  narwhals  |  2.10.2  |  2.11.0  | 
|  pam  |  1.5.1-8.amzn2023.0.6  |  1.5.1-8.amzn2023.0.7  | 
|  pydantic  |  2.12.4  |  2.9.2  | 
|  pydantic\$1core  |  2.41.5  |  2.23.4  | 
|  python3  |  3.9.24-1.amzn2023.0.3  |  3.9.24-1.amzn2023.0.4  | 
|  python3-libs  |  3.9.24-1.amzn2023.0.3  |  3.9.24-1.amzn2023.0.4  | 
|  runc  |  1.3.2-2.amzn2023.0.1  |  1.3.3-2.amzn2023.0.1  | 
|  safety-schemas  |  0.0.16  |  0.0.14  | 
|  sagemaker-core  |  1.0.63  |  1.0.65  | 
|  system-release  |  2023.9.20251105-0.amzn2023  |  2023.9.20251110-0.amzn2023  | 
|  tblib  |  3.2.1  |  3.2.2  | 
|  typing\$1extensions  |  4.15.0  |  4.12.2  | 

##### 删除的软件包
<a name="removed-package-info-gpupt28ossarm64-al2023-2025-12-03"></a>


| 包名称 | 
| --- | 
|  kernel-livepatch-6.12.53-69.119  | 

# 深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20251107
<a name="aws-deep-learning-ami-gpupt28ossarm64-al2023-2025-11-10"></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-gpupt28ossarm64-al2023-2025-11-10"></a>


| 包名称 | 版本 | 
| --- | --- | 
|  framework\$1version  |  2.8  | 
|  gdr\$1copy  |  2.5  | 
|  supported\$1ec2\$1instances  |  G5g  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  nvidia\$1driver  |  580.95.05  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.9  | 
|  ssm\$1agent\$1version  |  3.3.3050.0  | 
|  kernel\$1version  |  6.12.53-69.119.amzn2023.aarch64  | 
|  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  |  Amazon Linux 2023.9.20251105  | 
|  default\$1cuda  |  /usr/local/cuda-12.9/  | 
|  compute\$1architecture  |  aarch64  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gpupt28ossarm64-al2023-2025-11-10"></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-gpupt28ossarm64-al2023-2025-11-10"></a>


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

##### 更新的软件包
<a name="updated-package-info-gpupt28ossarm64-al2023-2025-11-10"></a>


| 包名称 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  amazon-linux-repo-s3  |  2023.9.20251027-0.amzn2023  |  2023.9.20251105-0.amzn2023  | 
|  bind-libs  |  9.18.33-1.amzn2023.0.3  |  9.18.33-1.amzn2023.0.4  | 
|  bind-license  |  9.18.33-1.amzn2023.0.3  |  9.18.33-1.amzn2023.0.4  | 
|  bind-utils  |  9.18.33-1.amzn2023.0.3  |  9.18.33-1.amzn2023.0.4  | 
|  boto3  |  1.40.64  |  1.40.68  | 
|  botocore  |  1.40.64  |  1.40.68  | 
|  gymnasium  |  1.2.1  |  1.2.2  | 
|  inspectorssmplugin  |  1.0.405-1  |  1.0.410-1  | 
|  ipython  |  9.6.0  |  9.7.0  | 
|  kernel-livepatch-repo-s3  |  2023.9.20251027-0.amzn2023  |  2023.9.20251105-0.amzn2023  | 
|  narwhals  |  2.10.1  |  2.10.2  | 
|  platformdirs  |  4.2.2  |  4.5.0  | 
|  pydantic  |  2.12.3  |  2.12.4  | 
|  pydantic\$1core  |  2.41.4  |  2.41.5  | 
|  regex  |  2025.10.23  |  2025.11.3  | 
|  sagemaker-core  |  1.0.62  |  1.0.63  | 
|  system-release  |  2023.9.20251027-0.amzn2023  |  2023.9.20251105-0.amzn2023  | 
|  typing\$1extensions  |  4.15.0  |  4.12.2  | 

##### 删除的软件包
<a name="removed-package-info-gpupt28ossarm64-al2023-2025-11-10"></a>


| 包名称 | 
| --- | 
|  imageio  | 

# 深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20251003
<a name="aws-deep-learning-ami-gpupt28ossarm64-al2023-2025-10-14"></a>

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

##### 通知
<a name="notices-gpupt28ossarm64-al2023"></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-gpupt28ossarm64-al2023-2025-10-14"></a>


| 包名称 | 版本 | 
| --- | --- | 
|  framework\$1version  |  2.8  | 
|  gdr\$1copy  |  2.5  | 
|  supported\$1ec2\$1instances  |  G5g  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  nvidia\$1driver  |  580.95.05  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.9  | 
|  ssm\$1agent\$1version  |  3.3.3050.0  | 
|  kernel\$1version  |  6.12.46-66.121.amzn2023.aarch64  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.17.8  | 
|  ofi\$1nccl\$1version  |  1.16.2  | 
|  operating\$1system  |  Amazon Linux 2023.9.20250929  | 
|  default\$1cuda  |  /usr/local/cuda-12.9/  | 
|  compute\$1architecture  |  aarch64  | 

##### 自上次发布后的软件包变更
<a name="release-notes-gpupt28ossarm64-al2023-2025-10-14"></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-gpupt28ossarm64-al2023-2025-10-14"></a>


|  | 
| --- |
|  kernel-livepatch-6.12.46-66.121-1.0-0.amzn2023  | 
|  nvidia-imex-580.95.05-1  | 

##### 更新的软件包
<a name="updated-package-info-gpupt28ossarm64-al2023-2025-10-14"></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  | 
|  amazon-linux-repo-s3  |  2023.8.20250915-0.amzn2023  |  2023.9.20250929-0.amzn2023  | 
|  amazon-rpm-config  |  228-9.amzn2023.0.1  |  228-10.amzn2023.0.1  | 
|  amazon-ssm-agent  |  3.3.2299.0-1.amzn2023  |  3.3.3050.0-1.amzn2023  | 
|  beautifulsoup4  |  4.13.5  |  4.14.2  | 
|  binutils  |  2.41-50.amzn2023.0.3  |  2.41-50.amzn2023.0.4  | 
|  boto3  |  1.40.39  |  1.40.44  | 
|  botocore  |  1.40.39  |  1.40.44  | 
|  container-selinux  |  2.233.0-1.amzn2023  |  2.242.0-1.amzn2023  | 
|  coreutils  |  8.32-30.amzn2023.0.3  |  8.32-30.amzn2023.0.4  | 
|  coreutils-common  |  8.32-30.amzn2023.0.3  |  8.32-30.amzn2023.0.4  | 
|  cpp14  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  cryptography  |  46.0.1  |  46.0.2  | 
|  cups-filesystem  |  2.4.11-8.amzn2023.0.1  |  2.4.14-1.amzn2023.0.1  | 
|  cups-libs  |  2.4.11-8.amzn2023.0.1  |  2.4.14-1.amzn2023.0.1  | 
|  dnf-plugin-support-info  |  1.7-1.amzn2023  |  1.8-1.amzn2023  | 
|  expat  |  2.6.3-1.amzn2023.0.2  |  2.6.3-1.amzn2023.0.3  | 
|  fastapi  |  0.117.1  |  0.118.0  | 
|  fonttools  |  4.60.0  |  4.60.1  | 
|  gcc14  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  inspectorssmplugin  |  1.0.396-1  |  1.0.398-1  | 
|  ipython  |  9.5.0  |  9.6.0  | 
|  jupyterlab  |  4.4.8  |  4.4.9  | 
|  kernel-livepatch-repo-s3  |  2023.8.20250915-0.amzn2023  |  2023.9.20250929-0.amzn2023  | 
|  kernel6.12  |  6.12.40-64.114.amzn2023  |  6.12.46-66.121.amzn2023  | 
|  kernel6.12-devel  |  6.12.40-64.114.amzn2023  |  6.12.46-66.121.amzn2023  | 
|  kernel6.12-headers  |  6.12.40-64.114.amzn2023  |  6.12.46-66.121.amzn2023  | 
|  kernel6.12-libbpf  |  6.12.40-64.114.amzn2023  |  6.12.46-66.121.amzn2023  | 
|  kernel6.12-modules-extra  |  6.12.40-64.114.amzn2023  |  6.12.46-66.121.amzn2023  | 
|  kernel6.12-modules-extra-common  |  6.12.40-64.114.amzn2023  |  6.12.46-66.121.amzn2023  | 
|  kernel6.12-tools  |  6.12.40-64.114.amzn2023  |  6.12.46-66.121.amzn2023  | 
|  libatomic  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  libgcc  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  libgccjit  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  libgfortran  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  libgomp  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  libstdc\$1\$1  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  llvmlite  |  0.45.0  |  0.45.1  | 
|  narwhals  |  2.5.0  |  2.6.0  | 
|  nltk  |  3.9.1  |  3.9.2  | 
|  numba  |  0.62.0  |  0.62.1  | 
|  openjpeg2  |  2.4.0-11.amzn2023.0.6  |  2.5.2-5.amzn2023.0.1  | 
|  pandas  |  2.3.2  |  2.3.3  | 
|  python3-awscrt  |  0.26.1-1.amzn2023.0.1  |  0.27.6-1.amzn2023.0.1  | 
|  rust-toolset-srpm-macros  |  1.89.0-1.amzn2023.0.3  |  1.90.0-1.amzn2023.0.1  | 
|  sagemaker  |  2.251.1  |  2.252.0  | 
|  selinux-policy  |  38.1.50-1.amzn2023.0.2  |  38.1.65-1.amzn2023.0.1  | 
|  selinux-policy-targeted  |  38.1.50-1.amzn2023.0.2  |  38.1.65-1.amzn2023.0.1  | 
|  system-release  |  2023.8.20250915-0.amzn2023  |  2023.9.20250929-0.amzn2023  | 
|  typing-inspection  |  0.4.1  |  0.4.2  | 
|  typing\$1extensions  |  4.15.0  |  4.12.2  | 

##### 删除的软件包
<a name="removed-package-info-gpupt28ossarm64-al2023-2025-10-14"></a>


| 包名称 | 
| --- | 
|  kernel-livepatch-6.12.40-64.114  | 
|  libasan8  | 
|  libubsan  | 
|  nvidia-imex-570  | 

# 深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20250926
<a name="aws-deep-learning-ami-gpupt28ossarm64-al2023-2025-09-30"></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-gpupt28ossarm64-al2023-2025-09-30"></a>


| 包名称 | 版本 | 
| --- | --- | 
|  supported\$1ec2\$1instances  |  G5g  | 
|  operating\$1system  |  Amazon Linux 2023.8.20250915  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.12.40-64.114.amzn2023.aarch64  | 
|  framework\$1version  |  2.8  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  570.172.08  | 
|  default\$1cuda  |  /usr/local/cuda-12.9/  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.9  | 
|  gdr\$1copy  |  2.5  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.17.8  | 
|  ofi\$1nccl\$1version  |  1.16.2  | 
|  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-gpupt28ossarm64-al2023-2025-09-30"></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-gpupt28ossarm64-al2023-2025-09-30"></a>

此版本中未添加任何软件包。

##### 更新的软件包
<a name="updated-package-info-gpupt28ossarm64-al2023-2025-09-30"></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  | 
|  boto3  |  1.40.34  |  1.40.39  | 
|  botocore  |  1.40.34  |  1.40.39  | 
|  fastapi  |  0.116.2  |  0.117.1  | 
|  gymnasium  |  1.2.0  |  1.2.1  | 
|  inspectorssmplugin  |  1.0.395-1  |  1.0.396-1  | 
|  jupyterlab  |  4.4.7  |  4.4.8  | 
|  lark  |  1.2.2  |  1.3.0  | 
|  pydantic  |  2.9.2  |  2.11.9  | 
|  pydantic\$1core  |  2.23.4  |  2.33.2  | 
|  pyparsing  |  3.2.4  |  3.2.5  | 
|  ruamel.yaml.clib  |  0.2.12  |  0.2.14  | 
|  safety-schemas  |  0.0.14  |  0.0.16  | 
|  typer  |  0.17.4  |  0.19.2  | 
|  typing\$1extensions  |  4.15.0  |  4.12.2  | 
|  uvicorn  |  0.35.0  |  0.37.0  | 
|  wcwidth  |  0.2.13  |  0.2.14  | 
|  zipp  |  3.23.0  |  3.19.2  | 

##### 删除的软件包
<a name="removed-package-info-gpupt28ossarm64-al2023-2025-09-30"></a>

此版本中未删除任何软件包。

##### 档案
<a name="archive-arm64-gpu-pytorch-2.8-amazon-linux-2023"></a>

**Topics**
+ [发布说明存档](archive-detail-gpu-pytorch-2.8-amazon-linux-2023.md)

# 发布说明存档
<a name="archive-detail-gpu-pytorch-2.8-amazon-linux-2023"></a>

##### 发布日期：2025-05-22
<a name="2025-05-22-gpu-pytorch-2.8-amazon-linux-2023"></a>

**AMI 名称**：深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）20250521

##### 新增了
<a name="w2aab8c17b5b9c17c19b5b3b5"></a>
+ 深度学习 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8（亚马逊 Linux 2023）系列的首次发布。包括配备 NVIDIA 驱动程序 R570、CUDA=12.8、cudnn=9.10 和 NCCL=2.26.2 的 Python 虚拟环境 pytorch（来源/opt/pytorch/bin/activate） PyTorch 