本文為英文版的機器翻譯版本，如內容有任何歧義或不一致之處，概以英文版為準。

# AWS Deep Learning ARM64 AMI GPU PyTorch 2.7 (Ubuntu 22.04)
<a name="aws-deep-learning-arm64-gpu-pytorch-2.7-ubuntu-22-04"></a>

**注意**  
如需詳細的軟體套件資訊，請參閱下列連結的個別版本備註頁面

如需入門說明，請參閱 [DLAMI 入門](getting-started.md)。

##### AMI 名稱格式
<a name="name-arm64-gpu-pytorch-2.7-ubuntu-22-04"></a>
+ 深度學習 ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) \$1\$1YYYY-MM-DD\$1

##### SSM 參數查詢
<a name="ssm-param-arm64-gpu-pytorch-2.7-ubuntu-22-04"></a>

 **請使用下列公有 SSM 參數查詢來尋找最新的 DLAMI： **

```
export SSM_PARAMETER=oss-nvidia-driver-gpu-pytorch-2.7-ubuntu-22.04/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 查詢
<a name="awscli-arm64-gpu-pytorch-2.7-ubuntu-22-04"></a>

 **請使用下列 AWS 查詢來尋找最新的 DLAMI： **

```
aws ec2 describe-images --region us-east-1 --owners amazon --filters 'Name=name,Values=Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.7 (Ubuntu 22.04) ????????' 'Name=state,Values=available' --query 'reverse(sort_by(Images, &CreationDate))[:1].ImageId' --output text
```

##### 最新版本
<a name="latest-release-arm64-gpu-pytorch-2.7-ubuntu-22-04"></a>

**Topics**
+ [Deep Learning ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20260320](aws-deep-learning-ami-gpupt27ossarm64-ul2204-2026-03-24.md)
+ [深度學習 ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20260306](aws-deep-learning-ami-gpupt27ossarm64-ul2204-2026-03-12.md)
+ [Deep Learning ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20260220](aws-deep-learning-ami-gpupt27ossarm64-ul2204-2026-02-24.md)
+ [Deep Learning ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20260122](aws-deep-learning-ami-gpupt27ossarm64-ul2204-2026-01-23.md)
+ [深度學習 ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20260121](aws-deep-learning-ami-gpupt27ossarm64-ul2204-2026-01-21.md)
+ [Deep Learning ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20260116](aws-deep-learning-ami-gpupt27ossarm64-ul2204-2026-01-20.md)
+ [深度學習 ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20260102](aws-deep-learning-ami-gpupt27ossarm64-ul2204-2026-01-08.md)
+ [Deep Learning ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20251226](aws-deep-learning-ami-gpupt27ossarm64-ul2204-2025-12-31.md)
+ [深度學習 ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20251205](aws-deep-learning-ami-gpupt27ossarm64-ul2204-2025-12-10.md)
+ [Deep Learning ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20251114](aws-deep-learning-ami-gpupt27ossarm64-ul2204-2025-12-03.md)
+ [Deep Learning ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20251107](aws-deep-learning-ami-gpupt27ossarm64-ul2204-2025-11-10.md)
+ [深度學習 ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20251003](aws-deep-learning-ami-gpupt27ossarm64-ul2204-2025-10-14.md)
+ [Deep Learning ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20250926](aws-deep-learning-ami-gpupt27ossarm64-ul2204-2025-09-30.md)

# Deep Learning ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20260320
<a name="aws-deep-learning-ami-gpupt27ossarm64-ul2204-2026-03-24"></a>

如需入門說明，請參閱 [DLAMI 入門](getting-started.md)。

##### 主要套件版本
<a name="major-package-versions-gpupt27ossarm64-ul2204-2026-03-24"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.8.0-1050-aws  | 
|  framework\$1version  |  2.7  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.126.09  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.8  | 
|  gdr\$1copy  |  2.5.2  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.19.0  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3050.0  | 

##### 先前版本的套件變更
<a name="release-notes-gpupt27ossarm64-ul2204-2026-03-24"></a>

**注意**  
所有 DLAMI 都會依照 AWS 最佳實務掃描漏洞。雖然我們持續升級至最新的套件版本，但某些相依性可能需要特定的套件降級來維持相容性。這些調整不會影響我們的安全狀態。如需 AWS 安全措施的相關資訊，請參閱我們的[AWS 安全文件 ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) 

##### 新增的套件
<a name="added-package-info-gpupt27ossarm64-ul2204-2026-03-24"></a>


|  | 
| --- |
|  linux-aws-6.8-headers-6.8.0-1050-6.8.0-1050.53\$122.04.1  | 
|  linux-aws-6.8-tools-6.8.0-1050-6.8.0-1050.53\$122.04.1  | 
|  linux-headers-6.8.0-1050-aws-6.8.0-1050.53\$122.04.1  | 
|  linux-image-6.8.0-1050-aws-6.8.0-1050.53\$122.04.1  | 
|  linux-modules-6.8.0-1050-aws-6.8.0-1050.53\$122.04.1  | 
|  linux-tools-6.8.0-1050-aws-6.8.0-1050.53\$122.04.1  | 
|  lustre-client-modules-6.8.0-1050-aws-2.15.6-1fsx28  | 

##### 更新套件
<a name="updated-package-info-gpupt27ossarm64-ul2204-2026-03-24"></a>


| 套件名稱 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  async-lru  |  2.2.0  |  2.3.0  | 
|  attrs  |  25.4.0  |  26.1.0  | 
|  awscli  |  1.44.58  |  1.44.63  | 
|  boto3  |  1.42.68  |  1.42.73  | 
|  botocore  |  1.42.68  |  1.42.73  | 
|  charset-normalizer  |  3.4.5  |  3.4.6  | 
|  coreutils  |  8.32-4.1ubuntu1.2  |  8.32-4.1ubuntu1.3  | 
|  databricks-sdk  |  0.99.0  |  0.102.0  | 
|  deepdiff  |  8.6.1  |  8.6.2  | 
|  devscripts  |  2.22.1ubuntu1  |  2.22.1ubuntu1.2  | 
|  docker-compose-plugin  |  5.1.0-1\$1ubuntu.22.04\$1jammy  |  5.1.1-1\$1ubuntu.22.04\$1jammy  | 
|  inspectorssmplugin  |  1.0.443  |  1.0.456  | 
|  libssh-4  |  0.9.6-2ubuntu0.22.04.6  |  0.9.6-2ubuntu0.22.04.7  | 
|  linux-aws  |  6.8.0-1047.50\$122.04.1  |  6.8.0-1050.53\$122.04.1  | 
|  linux-headers-aws  |  6.8.0-1047.50\$122.04.1  |  6.8.0-1050.53\$122.04.1  | 
|  linux-image-aws  |  6.8.0-1047.50\$122.04.1  |  6.8.0-1050.53\$122.04.1  | 
|  nvidia-ml-py  |  13.590.48  |  13.595.45  | 
|  onnxruntime  |  1.24.3  |  1.24.4  | 
|  platformdirs  |  4.9.4  |  4.4.0  | 
|  protobuf  |  6.33.5  |  6.33.6  | 
|  pyasn1  |  0.6.2  |  0.6.3  | 
|  python3-cryptography  |  3.4.8-1ubuntu2.3  |  3.4.8-1ubuntu2.4  | 
|  sagemaker  |  3.5.0  |  3.6.0  | 
|  sagemaker-core  |  2.5.1  |  2.6.0  | 
|  sagemaker-mlops  |  1.5.0  |  1.6.0  | 
|  sagemaker-serve  |  1.5.0  |  1.6.0  | 
|  sagemaker-train  |  1.5.0  |  1.6.0  | 
|  snapd  |  2.73\$1ubuntu22.04  |  2.73\$1ubuntu22.04.1  | 
|  uvicorn  |  0.41.0  |  0.42.0  | 
|  vim-common  |  8.2.3995-1ubuntu2.24  |  8.2.3995-1ubuntu2.26  | 
|  vim-runtime  |  8.2.3995-1ubuntu2.24  |  8.2.3995-1ubuntu2.26  | 
|  vim-tiny  |  8.2.3995-1ubuntu2.24  |  8.2.3995-1ubuntu2.26  | 
|  xxd  |  8.2.3995-1ubuntu2.24  |  8.2.3995-1ubuntu2.26  | 

##### 移除的套件
<a name="removed-package-info-gpupt27ossarm64-ul2204-2026-03-24"></a>


| 套件名稱 | 
| --- | 
|  linux-aws-6.8-headers-6.8.0-1046  | 
|  linux-aws-6.8-headers-6.8.0-1047  | 
|  linux-aws-6.8-tools-6.8.0-1046  | 
|  linux-aws-6.8-tools-6.8.0-1047  | 
|  linux-headers-6.8.0-1046-aws  | 
|  linux-headers-6.8.0-1047-aws  | 
|  linux-image-6.8.0-1046-aws  | 
|  linux-image-6.8.0-1047-aws  | 
|  linux-modules-6.8.0-1046-aws  | 
|  linux-modules-6.8.0-1047-aws  | 
|  linux-tools-6.8.0-1046-aws  | 
|  linux-tools-6.8.0-1047-aws  | 
|  lustre-client-modules-6.8.0-1047-aws  | 

# 深度學習 ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20260306
<a name="aws-deep-learning-ami-gpupt27ossarm64-ul2204-2026-03-12"></a>

如需入門說明，請參閱 [DLAMI 入門](getting-started.md)。

##### 主要套件版本
<a name="major-package-versions-gpupt27ossarm64-ul2204-2026-03-12"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.8.0-1047-aws  | 
|  framework\$1version  |  2.7  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.126.09  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.8  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.2  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3050.0  | 

##### 先前版本的套件變更
<a name="release-notes-gpupt27ossarm64-ul2204-2026-03-12"></a>

**注意**  
所有 DLAMI 都會依照 AWS 最佳實務掃描漏洞。雖然我們持續升級至最新的套件版本，但某些相依性可能需要特定的套件降級來維持相容性。這些調整不會影響我們的安全狀態。如需 AWS 安全措施的相關資訊，請參閱我們的[AWS 安全文件 ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) 

##### 新增的套件
<a name="added-package-info-gpupt27ossarm64-ul2204-2026-03-12"></a>


|  | 
| --- |
|  linux-aws-6.8-headers-6.8.0-1047-6.8.0-1047.50\$122.04.1  | 
|  linux-aws-6.8-tools-6.8.0-1047-6.8.0-1047.50\$122.04.1  | 
|  linux-headers-6.8.0-1047-aws-6.8.0-1047.50\$122.04.1  | 
|  linux-image-6.8.0-1047-aws-6.8.0-1047.50\$122.04.1  | 
|  linux-modules-6.8.0-1047-aws-6.8.0-1047.50\$122.04.1  | 
|  linux-tools-6.8.0-1047-aws-6.8.0-1047.50\$122.04.1  | 
|  lustre-client-modules-6.8.0-1047-aws-2.15.6-1fsx28  | 

##### 更新套件
<a name="updated-package-info-gpupt27ossarm64-ul2204-2026-03-12"></a>


| 套件名稱 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  Authlib  |  1.6.8  |  1.6.9  | 
|  SQLAlchemy  |  2.0.46  |  2.0.48  | 
|  amazon-cloudwatch-agent  |  1.300064.0b1337-1  |  1.300064.1b1344-1  | 
|  awscli  |  1.44.44  |  1.44.52  | 
|  boto3  |  1.42.54  |  1.42.62  | 
|  botocore  |  1.42.54  |  1.42.62  | 
|  cachetools  |  7.0.1  |  7.0.3  | 
|  certifi  |  2026.1.4  |  2026.2.25  | 
|  charset-normalizer  |  3.4.4  |  3.4.5  | 
|  cpp-12  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  databricks-sdk  |  0.91.0  |  0.96.0  | 
|  docker-ce-cli  |  29.2.1-1\$1ubuntu.22.04\$1jammy  |  29.3.0-1\$1ubuntu.22.04\$1jammy  | 
|  docker-ce-rootless-extras  |  29.2.1-1\$1ubuntu.22.04\$1jammy  |  29.3.0-1\$1ubuntu.22.04\$1jammy  | 
|  docker-compose-plugin  |  5.0.2-1\$1ubuntu.22.04\$1jammy  |  5.1.0-1\$1ubuntu.22.04\$1jammy  | 
|  fastapi  |  0.129.0  |  0.135.1  | 
|  filelock  |  3.24.3  |  3.25.0  | 
|  gcc-12-base  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  geventhttpclient  |  2.3.7  |  2.3.9  | 
|  git-man  |  2.34.1-1ubuntu1.15  |  2.34.1-1ubuntu1.17  | 
|  graphql-core  |  3.2.7  |  3.2.8  | 
|  inspectorssmplugin  |  1.0.441  |  1.0.443  | 
|  ipython  |  9.10.0  |  9.11.0  | 
|  jupyterlab  |  4.5.4  |  4.5.5  | 
|  libasan8  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  libatomic1  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  libcc1-0  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  libcurl3-gnutls  |  7.81.0-1ubuntu1.21  |  7.81.0-1ubuntu1.22  | 
|  libcurl4  |  7.81.0-1ubuntu1.21  |  7.81.0-1ubuntu1.22  | 
|  libgcc-12-dev  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  libgcc-s1  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  libgfortran5  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  libgomp1  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  libhwasan0  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  libitm1  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  liblsan0  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  libnss3  |  3.98-0ubuntu0.22.04.2  |  3.98-0ubuntu0.22.04.3  | 
|  libstdc\$1\$16  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  libtsan2  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  libubsan1  |  12.3.0-1ubuntu1\$122.04.2  |  12.3.0-1ubuntu1\$122.04.3  | 
|  linux-aws  |  6.8.0-1046.49\$122.04.1  |  6.8.0-1047.50\$122.04.1  | 
|  linux-headers-aws  |  6.8.0-1046.49\$122.04.1  |  6.8.0-1047.50\$122.04.1  | 
|  linux-image-aws  |  6.8.0-1046.49\$122.04.1  |  6.8.0-1047.50\$122.04.1  | 
|  linux-libc-dev  |  5.15.0-170.180  |  5.15.0-171.181  | 
|  linux-tools-common  |  5.15.0-170.180  |  5.15.0-171.181  | 
|  lustre-client-utils  |  2.15.6-1fsx26  |  2.15.6-1fsx28  | 
|  mlflow  |  3.10.0  |  3.10.1  | 
|  mlflow-skinny  |  3.10.0  |  3.10.1  | 
|  mlflow-tracing  |  3.10.0  |  3.10.1  | 
|  narwhals  |  2.16.0  |  2.17.0  | 
|  nltk  |  3.9.2  |  3.9.3  | 
|  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  |  4.9.2  |  4.4.0  | 
|  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  | 
|  scipy  |  1.17.0  |  1.17.1  | 
|  sosreport  |  4.9.2-0ubuntu0\$122.04.1  |  4.10.2-0ubuntu0\$122.04.1  | 
|  tabulate  |  0.9.0  |  0.10.0  | 
|  tritonclient  |  2.65.0  |  2.66.0  | 
|  typer  |  0.24.0  |  0.24.1  | 
|  u-boot-tools  |  2022.01\$1dfsg-2ubuntu2.6  |  2022.01\$1dfsg-2ubuntu2.7  | 
|  yarl  |  1.22.0  |  1.23.0  | 

##### 移除的套件
<a name="removed-package-info-gpupt27ossarm64-ul2204-2026-03-12"></a>


| 套件名稱 | 
| --- | 
|  lustre-client-modules-6.8.0-1046-aws  | 

# Deep Learning ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20260220
<a name="aws-deep-learning-ami-gpupt27ossarm64-ul2204-2026-02-24"></a>

如需入門說明，請參閱 [DLAMI 入門](getting-started.md)。

##### 主要套件版本
<a name="major-package-versions-gpupt27ossarm64-ul2204-2026-02-24"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.8.0-1046-aws  | 
|  framework\$1version  |  2.7  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.126.09  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.8  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.2  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3050.0  | 

##### 先前版本的套件變更
<a name="release-notes-gpupt27ossarm64-ul2204-2026-02-24"></a>

**注意**  
所有 DLAMI 都會依照 AWS 最佳實務掃描漏洞。雖然我們持續升級至最新的套件版本，但某些相依性可能需要特定的套件降級來維持相容性。這些調整不會影響我們的安全狀態。如需 AWS 安全措施的相關資訊，請參閱我們的[AWS 安全文件 ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) 

##### 新增的套件
<a name="added-package-info-gpupt27ossarm64-ul2204-2026-02-24"></a>


|  | 
| --- |
|  linux-aws-6.8-headers-6.8.0-1046-6.8.0-1046.49\$122.04.1  | 
|  linux-aws-6.8-tools-6.8.0-1046-6.8.0-1046.49\$122.04.1  | 
|  linux-headers-6.8.0-1046-aws-6.8.0-1046.49\$122.04.1  | 
|  linux-image-6.8.0-1046-aws-6.8.0-1046.49\$122.04.1  | 
|  linux-modules-6.8.0-1046-aws-6.8.0-1046.49\$122.04.1  | 
|  linux-tools-6.8.0-1046-aws-6.8.0-1046.49\$122.04.1  | 
|  lustre-client-modules-6.8.0-1046-aws-2.15.6-1fsx26  | 

##### 更新套件
<a name="updated-package-info-gpupt27ossarm64-ul2204-2026-02-24"></a>


| 套件名稱 | 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  | 
|  async-lru  |  2.1.0  |  2.2.0  | 
|  awscli  |  1.44.39  |  1.44.44  | 
|  boto3  |  1.42.49  |  1.42.54  | 
|  botocore  |  1.42.49  |  1.42.54  | 
|  cachetools  |  6.2.6  |  7.0.1  | 
|  cloud-init  |  25.2-0ubuntu1\$122.04.1  |  25.3-0ubuntu1\$122.04.1  | 
|  cpp-11  |  11.4.0-1ubuntu1\$122.04.2  |  11.4.0-1ubuntu1\$122.04.3  | 
|  databricks-sdk  |  0.88.0  |  0.91.0  | 
|  filelock  |  3.21.2  |  3.24.3  | 
|  g\$1\$1-11  |  11.4.0-1ubuntu1\$122.04.2  |  11.4.0-1ubuntu1\$122.04.3  | 
|  gcc-11-base  |  11.4.0-1ubuntu1\$122.04.2  |  11.4.0-1ubuntu1\$122.04.3  | 
|  gfortran-11  |  11.4.0-1ubuntu1\$122.04.2  |  11.4.0-1ubuntu1\$122.04.3  | 
|  greenlet  |  3.3.1  |  3.3.2  | 
|  gunicorn  |  23.0.0  |  25.1.0  | 
|  libasan6  |  11.4.0-1ubuntu1\$122.04.2  |  11.4.0-1ubuntu1\$122.04.3  | 
|  libgcc-11-dev  |  11.4.0-1ubuntu1\$122.04.2  |  11.4.0-1ubuntu1\$122.04.3  | 
|  libgfortran-11-dev  |  11.4.0-1ubuntu1\$122.04.2  |  11.4.0-1ubuntu1\$122.04.3  | 
|  libgnutls30  |  3.7.3-4ubuntu1.7  |  3.7.3-4ubuntu1.8  | 
|  libssh-4  |  0.9.6-2ubuntu0.22.04.5  |  0.9.6-2ubuntu0.22.04.6  | 
|  libstdc\$1\$1-11-dev  |  11.4.0-1ubuntu1\$122.04.2  |  11.4.0-1ubuntu1\$122.04.3  | 
|  libtsan0  |  11.4.0-1ubuntu1\$122.04.2  |  11.4.0-1ubuntu1\$122.04.3  | 
|  linux-aws  |  6.8.0-1045.47\$122.04.1  |  6.8.0-1046.49\$122.04.1  | 
|  linux-headers-aws  |  6.8.0-1045.47\$122.04.1  |  6.8.0-1046.49\$122.04.1  | 
|  linux-image-aws  |  6.8.0-1045.47\$122.04.1  |  6.8.0-1046.49\$122.04.1  | 
|  mlflow  |  3.9.0  |  3.10.0  | 
|  mlflow-skinny  |  3.9.0  |  3.10.0  | 
|  mlflow-tracing  |  3.9.0  |  3.10.0  | 
|  numba  |  0.63.1  |  0.64.0  | 
|  onnxruntime  |  1.24.1  |  1.24.2  | 
|  platformdirs  |  4.7.1  |  4.9.2  | 
|  pyarrow  |  22.0.0  |  23.0.1  | 
|  pybind11  |  3.0.1  |  3.0.2  | 
|  regex  |  2026.1.15  |  2026.2.19  | 
|  typer  |  0.23.1  |  0.24.0  | 
|  uvicorn  |  0.40.0  |  0.41.0  | 

##### 移除的套件
<a name="removed-package-info-gpupt27ossarm64-ul2204-2026-02-24"></a>


| 套件名稱 | 
| --- | 
|  linux-aws-6.8-headers-6.8.0-1044  | 
|  linux-aws-6.8-headers-6.8.0-1045  | 
|  linux-aws-6.8-tools-6.8.0-1044  | 
|  linux-aws-6.8-tools-6.8.0-1045  | 
|  linux-headers-6.8.0-1044-aws  | 
|  linux-headers-6.8.0-1045-aws  | 
|  linux-image-6.8.0-1044-aws  | 
|  linux-image-6.8.0-1045-aws  | 
|  linux-modules-6.8.0-1044-aws  | 
|  linux-modules-6.8.0-1045-aws  | 
|  linux-tools-6.8.0-1044-aws  | 
|  linux-tools-6.8.0-1045-aws  | 
|  lustre-client-modules-6.8.0-1045-aws  | 

# Deep Learning ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20260122
<a name="aws-deep-learning-ami-gpupt27ossarm64-ul2204-2026-01-23"></a>

如需入門說明，請參閱 [DLAMI 入門](getting-started.md)。

##### 主要套件版本
<a name="major-package-versions-gpupt27ossarm64-ul2204-2026-01-23"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.8.0-1044-aws  | 
|  framework\$1version  |  2.7  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.126.09  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.8  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### 先前版本的套件變更
<a name="release-notes-gpupt27ossarm64-ul2204-2026-01-23"></a>

**注意**  
所有 DLAMI 都會依照 AWS 最佳實務掃描漏洞。雖然我們持續升級至最新的套件版本，但某些相依性可能需要特定的套件降級來維持相容性。這些調整不會影響我們的安全狀態。如需 AWS 安全措施的相關資訊，請參閱我們的[AWS 安全文件 ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) 

##### 新增的套件
<a name="added-package-info-gpupt27ossarm64-ul2204-2026-01-23"></a>

此版本中未新增任何套件。

##### 更新套件
<a name="updated-package-info-gpupt27ossarm64-ul2204-2026-01-23"></a>


| 套件名稱 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  awscli  |  1.44.21  |  1.44.22  | 
|  boto3  |  1.42.31  |  1.42.32  | 
|  botocore  |  1.42.31  |  1.42.32  | 
|  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.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  | 
|  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  | 
|  libxml2  |  2.9.13\$1dfsg-1ubuntu0.10  |  2.9.13\$1dfsg-1ubuntu0.11  | 
|  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  | 
|  pandas  |  2.3.3  |  3.0.0  | 
|  platformdirs  |  4.5.1  |  4.4.0  | 
|  pycparser  |  2.23  |  3.0  | 
|  pyparsing  |  3.3.1  |  3.3.2  | 
|  python3-pyasn1  |  0.4.8-1  |  0.4.8-1ubuntu0.1  | 
|  sagemaker  |  2.256.0  |  2.256.1  | 
|  setuptools  |  80.9.0  |  80.10.1  | 
|  tomli  |  2.0.1  |  2.4.0  | 
|  typing\$1extensions  |  4.12.2  |  4.15.0  | 
|  wcwidth  |  0.2.14  |  0.3.0  | 
|  wheel  |  0.45.1  |  0.46.3  | 
|  zipp  |  3.19.2  |  3.23.0  | 

##### 移除的套件
<a name="removed-package-info-gpupt27ossarm64-ul2204-2026-01-23"></a>


| 套件名稱 | 
| --- | 
|  inflect  | 
|  jaraco.collections  | 
|  typeguard  | 

# 深度學習 ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20260121
<a name="aws-deep-learning-ami-gpupt27ossarm64-ul2204-2026-01-21"></a>

如需入門說明，請參閱 [DLAMI 入門](getting-started.md)。

##### 主要套件版本
<a name="major-package-versions-gpupt27ossarm64-ul2204-2026-01-21"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.8.0-1044-aws  | 
|  framework\$1version  |  2.7  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.105.08  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.8  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### 先前版本的套件變更
<a name="release-notes-gpupt27ossarm64-ul2204-2026-01-21"></a>

**注意**  
所有 DLAMI 都會依照 AWS 最佳實務掃描漏洞。雖然我們持續升級至最新的套件版本，但某些相依性可能需要特定的套件降級來維持相容性。這些調整不會影響我們的安全狀態。如需 AWS 安全措施的相關資訊，請參閱我們的[AWS 安全文件 ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) 

##### 新增的套件
<a name="added-package-info-gpupt27ossarm64-ul2204-2026-01-21"></a>

此版本中未新增任何套件。

##### 更新套件
<a name="updated-package-info-gpupt27ossarm64-ul2204-2026-01-21"></a>


| 套件名稱 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  async-lru  |  2.0.5  |  2.1.0  | 
|  awscli  |  1.44.20  |  1.44.21  | 
|  boto3  |  1.42.30  |  1.42.31  | 
|  botocore  |  1.42.30  |  1.42.31  | 
|  dill  |  0.4.0  |  0.4.1  | 
|  java-11-amazon-corretto-jdk  |  11.0.29.7-1  |  11.0.30.7-1  | 
|  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  | 
|  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  | 
|  python3-urllib3  |  1.26.5-1\$1exp1ubuntu0.5  |  1.26.5-1\$1exp1ubuntu0.6  | 
|  sagemaker-core  |  1.0.73  |  1.0.74  | 
|  soupsieve  |  2.8.1  |  2.8.3  | 
|  typing\$1extensions  |  4.12.2  |  4.15.0  | 
|  zipp  |  3.23.0  |  3.19.2  | 

##### 移除的套件
<a name="removed-package-info-gpupt27ossarm64-ul2204-2026-01-21"></a>

此版本中未移除任何套件。

# Deep Learning ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20260116
<a name="aws-deep-learning-ami-gpupt27ossarm64-ul2204-2026-01-20"></a>

如需入門說明，請參閱 [DLAMI 入門](getting-started.md)。

##### 主要套件版本
<a name="major-package-versions-gpupt27ossarm64-ul2204-2026-01-20"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.8.0-1044-aws  | 
|  framework\$1version  |  2.7  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.105.08  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.8  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### 先前版本的套件變更
<a name="release-notes-gpupt27ossarm64-ul2204-2026-01-20"></a>

**注意**  
所有 DLAMI 都會依照 AWS 最佳實務掃描漏洞。雖然我們持續升級至最新的套件版本，但某些相依性可能需要特定的套件降級來維持相容性。這些調整不會影響我們的安全狀態。如需 AWS 安全措施的相關資訊，請參閱我們的[AWS 安全文件 ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) 

##### 新增的套件
<a name="added-package-info-gpupt27ossarm64-ul2204-2026-01-20"></a>

此版本中未新增任何套件。

##### 更新套件
<a name="updated-package-info-gpupt27ossarm64-ul2204-2026-01-20"></a>


| 套件名稱 | 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  | 
|  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  | 
|  jupyter\$1server\$1terminals  |  0.5.3  |  0.5.4  | 
|  jupyterlab  |  4.5.1  |  4.5.2  | 
|  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  | 
|  libtasn1-6  |  4.18.0-4ubuntu0.1  |  4.18.0-4ubuntu0.2  | 
|  platformdirs  |  4.2.2  |  4.5.1  | 
|  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  | 
|  python3.10-venv  |  3.10.12-1\$122.04.12  |  3.10.12-1\$122.04.13  | 
|  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  | 

##### 移除的套件
<a name="removed-package-info-gpupt27ossarm64-ul2204-2026-01-20"></a>

此版本中未移除任何套件。

# 深度學習 ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20260102
<a name="aws-deep-learning-ami-gpupt27ossarm64-ul2204-2026-01-08"></a>

如需入門說明，請參閱 [DLAMI 入門](getting-started.md)。

##### 主要套件版本
<a name="major-package-versions-gpupt27ossarm64-ul2204-2026-01-08"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.8.0-1044-aws  | 
|  framework\$1version  |  2.7  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.105.08  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.8  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### 先前版本的套件變更
<a name="release-notes-gpupt27ossarm64-ul2204-2026-01-08"></a>

**注意**  
所有 DLAMI 都會依照 AWS 最佳實務掃描漏洞。雖然我們持續升級至最新的套件版本，但某些相依性可能需要特定的套件降級來維持相容性。這些調整不會影響我們的安全狀態。如需 AWS 安全措施的相關資訊，請參閱我們的[AWS 安全文件 ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) 

##### 新增的套件
<a name="added-package-info-gpupt27ossarm64-ul2204-2026-01-08"></a>

此版本中未新增任何套件。

##### 更新套件
<a name="updated-package-info-gpupt27ossarm64-ul2204-2026-01-08"></a>


| 套件名稱 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  Send2Trash  |  1.8.3  |  2.0.0  | 
|  awscli  |  1.44.7  |  1.44.10  | 
|  boto3  |  1.42.17  |  1.42.20  | 
|  botocore  |  1.42.17  |  1.42.20  | 
|  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  | 
|  json5  |  0.12.1  |  0.13.0  | 
|  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  |  4.15.0  |  4.12.2  | 

##### 移除的套件
<a name="removed-package-info-gpupt27ossarm64-ul2204-2026-01-08"></a>


| 套件名稱 | 
| --- | 
|  ruamel.yaml.clib  | 

# Deep Learning ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20251226
<a name="aws-deep-learning-ami-gpupt27ossarm64-ul2204-2025-12-31"></a>

如需入門說明，請參閱 [DLAMI 入門](getting-started.md)。

##### 主要套件版本
<a name="major-package-versions-gpupt27ossarm64-ul2204-2025-12-31"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.8.0-1044-aws  | 
|  framework\$1version  |  2.7  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.105.08  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.8  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### 先前版本的套件變更
<a name="release-notes-gpupt27ossarm64-ul2204-2025-12-31"></a>

**注意**  
所有 DLAMI 都會依照 AWS 最佳實務掃描漏洞。雖然我們持續升級至最新的套件版本，但某些相依性可能需要特定的套件降級來維持相容性。這些調整不會影響我們的安全狀態。如需 AWS 安全措施的相關資訊，請參閱我們的[AWS 安全文件 ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) 

##### 新增的套件
<a name="added-package-info-gpupt27ossarm64-ul2204-2025-12-31"></a>

此版本中未新增任何套件。

##### 更新套件
<a name="updated-package-info-gpupt27ossarm64-ul2204-2025-12-31"></a>


| 套件名稱 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  awscli  |  1.44.4  |  1.44.7  | 
|  boto3  |  1.42.14  |  1.42.17  | 
|  botocore  |  1.42.14  |  1.42.17  | 
|  fastapi  |  0.125.0  |  0.127.1  | 
|  libxnvctrl0  |  590.44.01-0ubuntu1  |  590.48.01-0ubuntu1  | 
|  marshmallow  |  4.1.1  |  4.1.2  | 
|  mistune  |  3.1.4  |  3.2.0  | 
|  nbclient  |  0.10.3  |  0.10.4  | 
|  platformdirs  |  4.5.1  |  4.2.2  | 
|  psutil  |  7.1.3  |  7.2.0  | 
|  pyparsing  |  3.2.5  |  3.3.1  | 
|  typer  |  0.20.1  |  0.21.0  | 
|  uvicorn  |  0.38.0  |  0.40.0  | 

##### 移除的套件
<a name="removed-package-info-gpupt27ossarm64-ul2204-2025-12-31"></a>

此版本中未移除任何套件。

# 深度學習 ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20251205
<a name="aws-deep-learning-ami-gpupt27ossarm64-ul2204-2025-12-10"></a>

如需入門說明，請參閱 [DLAMI 入門](getting-started.md)。

##### 主要套件版本
<a name="major-package-versions-gpupt27ossarm64-ul2204-2025-12-10"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.8.0-1043-aws  | 
|  framework\$1version  |  2.7  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.105.08  | 
|  default\$1cuda  |  /usr/local/cuda-12.8/  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.8  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### 先前版本的套件變更
<a name="release-notes-gpupt27ossarm64-ul2204-2025-12-10"></a>

**注意**  
所有 DLAMI 都會依照 AWS 最佳實務掃描漏洞。雖然我們持續升級至最新的套件版本，但某些相依性可能需要特定的套件降級來維持相容性。這些調整不會影響我們的安全狀態。如需 AWS 安全措施的相關資訊，請參閱我們的[AWS 安全文件 ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) 

##### 新增的套件
<a name="added-package-info-gpupt27ossarm64-ul2204-2025-12-10"></a>

此版本中未新增任何套件。

##### 更新套件
<a name="updated-package-info-gpupt27ossarm64-ul2204-2025-12-10"></a>


| 套件名稱 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  Werkzeug  |  3.1.3  |  3.1.4  | 
|  anyio  |  4.11.0  |  4.12.0  | 
|  awscli  |  1.43.5  |  1.43.10  | 
|  beautifulsoup4  |  4.14.2  |  4.14.3  | 
|  binutils-aarch64-linux-gnu  |  2.38-4ubuntu2.10  |  2.38-4ubuntu2.11  | 
|  binutils-common  |  2.38-4ubuntu2.10  |  2.38-4ubuntu2.11  | 
|  boto3  |  1.41.5  |  1.42.4  | 
|  botocore  |  1.41.5  |  1.42.4  | 
|  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  |  0.123.9  | 
|  fsspec  |  2025.10.0  |  2025.12.0  | 
|  gdrcopy  |  2.5-1  |  2.5.1  | 
|  gdrcopy-tests  |  2.5-1  |  2.5.1  | 
|  gdrdrv-dkms  |  2.5-1  |  2.5.1  | 
|  ipython  |  9.7.0  |  9.8.0  | 
|  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  | 
|  libgdrapi  |  2.5-1  |  2.5.1  | 
|  libnvidia-container-tools  |  1.18.0-1  |  1.18.1-1  | 
|  libnvidia-container1  |  1.18.0-1  |  1.18.1-1  | 
|  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  | 
|  narwhals  |  2.12.0  |  2.13.0  | 
|  nvidia-container-toolkit-base  |  1.18.0-1  |  1.18.1-1  | 
|  nvidia-imex  |  580.95.05-1  |  580.105.08-1  | 
|  platformdirs  |  4.5.0  |  4.2.2  | 
|  rpds-py  |  0.29.0  |  0.30.0  | 
|  s3fs  |  2025.10.0  |  0.4.2  | 
|  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  | 
|  zipp  |  3.23.0  |  3.19.2  | 

##### 移除的套件
<a name="removed-package-info-gpupt27ossarm64-ul2204-2025-12-10"></a>


| 套件名稱 | 
| --- | 
|  aiobotocore  | 
|  aiohappyeyeballs  | 
|  aiohttp  | 
|  aioitertools  | 
|  aiosignal  | 
|  frozenlist  | 
|  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  | 
|  multidict  | 
|  propcache  | 
|  sniffio  | 
|  wrapt  | 
|  yarl  | 

# Deep Learning ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20251114
<a name="aws-deep-learning-ami-gpupt27ossarm64-ul2204-2025-12-03"></a>

如需入門說明，請參閱 [DLAMI 入門](getting-started.md)。

##### 主要套件版本
<a name="major-package-versions-gpupt27ossarm64-ul2204-2025-12-03"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.8.0-1041-aws  | 
|  framework\$1version  |  2.7  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.95.05  | 
|  default\$1cuda  |  /usr/local/cuda-12.8/  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.8  | 
|  gdr\$1copy  |  2.5  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.0  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### 先前版本的套件變更
<a name="release-notes-gpupt27ossarm64-ul2204-2025-12-03"></a>

**注意**  
所有 DLAMI 都會依照 AWS 最佳實務掃描漏洞。雖然我們持續升級至最新的套件版本，但某些相依性可能需要特定的套件降級來維持相容性。這些調整不會影響我們的安全狀態。如需 AWS 安全措施的相關資訊，請參閱我們的[AWS 安全文件 ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) 

##### 新增的套件
<a name="added-package-info-gpupt27ossarm64-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  | 

##### 更新套件
<a name="updated-package-info-gpupt27ossarm64-ul2204-2025-12-03"></a>


| 套件名稱 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  annotated-doc  |  0.0.3  |  0.0.4  | 
|  awscli  |  1.42.69  |  1.42.74  | 
|  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  | 
|  inspectorssmplugin  |  1.0.411  |  1.0.412  | 
|  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  | 
|  platformdirs  |  4.5.0  |  4.2.2  | 
|  prettytable  |  3.16.0  |  3.17.0  | 
|  pydantic  |  2.12.4  |  2.9.2  | 
|  pydantic\$1core  |  2.41.5  |  2.23.4  | 
|  safety-schemas  |  0.0.16  |  0.0.14  | 
|  sagemaker-core  |  1.0.64  |  1.0.66  | 
|  snapd  |  2.71\$1ubuntu22.04  |  2.72\$1ubuntu22.04  | 
|  tblib  |  3.2.1  |  3.2.2  | 
|  typing\$1extensions  |  4.15.0  |  4.12.2  | 

##### 移除的套件
<a name="removed-package-info-gpupt27ossarm64-ul2204-2025-12-03"></a>


| 套件名稱 | 
| --- | 
|  lustre-client-modules-6.8.0-1040-aws  | 
|  lustre-client-modules-aws  | 

# Deep Learning ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20251107
<a name="aws-deep-learning-ami-gpupt27ossarm64-ul2204-2025-11-10"></a>

如需入門說明，請參閱 [DLAMI 入門](getting-started.md)。

##### 主要套件版本
<a name="major-package-versions-gpupt27ossarm64-ul2204-2025-11-10"></a>


| 套件名稱 | 版本 | 
| --- | --- | 
|  framework\$1version  |  2.7  | 
|  gdr\$1copy  |  2.5  | 
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  nvidia\$1driver  |  580.95.05  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.8  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 
|  kernel\$1version  |  6.8.0-1040-aws  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.0  | 
|  dcgm\$1version  |  /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-12.8/  | 
|  compute\$1architecture  |  aarch64  | 

##### 先前版本的套件變更
<a name="release-notes-gpupt27ossarm64-ul2204-2025-11-10"></a>

**注意**  
所有 DLAMI 都會依照 AWS 最佳實務掃描漏洞。雖然我們持續升級至最新的套件版本，但某些相依性可能需要特定的套件降級來維持相容性。這些調整不會影響我們的安全狀態。如需 AWS 安全措施的相關資訊，請參閱我們的[AWS 安全文件 ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) 

##### 新增的套件
<a name="added-package-info-gpupt27ossarm64-ul2204-2025-11-10"></a>


|  | 
| --- |
|  ImageIO-2.37.2  | 
|  annotated-doc-0.0.3  | 
|  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  | 

##### 更新套件
<a name="updated-package-info-gpupt27ossarm64-ul2204-2025-11-10"></a>


| 套件名稱 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  amazon-cloudwatch-agent  |  1.300059.0b1207-1  |  1.300061.0b1289-1  | 
|  arrow  |  1.3.0  |  1.4.0  | 
|  attrs  |  25.3.0  |  25.4.0  | 
|  awscli  |  1.42.45  |  1.42.69  | 
|  bind9-dnsutils  |  9.18.39-0ubuntu0.22.04.1  |  9.18.39-0ubuntu0.22.04.2  | 
|  bind9-host  |  9.18.39-0ubuntu0.22.04.1  |  9.18.39-0ubuntu0.22.04.2  | 
|  bind9-libs  |  9.18.39-0ubuntu0.22.04.1  |  9.18.39-0ubuntu0.22.04.2  | 
|  binutils-aarch64-linux-gnu  |  2.38-4ubuntu2.8  |  2.38-4ubuntu2.10  | 
|  binutils-common  |  2.38-4ubuntu2.8  |  2.38-4ubuntu2.10  | 
|  bleach  |  6.2.0  |  6.3.0  | 
|  bokeh  |  3.8.0  |  3.8.1  | 
|  boto3  |  1.40.45  |  1.40.69  | 
|  botocore  |  1.40.45  |  1.40.69  | 
|  certifi  |  2025.8.3  |  2025.10.5  | 
|  charset-normalizer  |  3.4.3  |  3.4.4  | 
|  cloudpickle  |  3.1.1  |  3.1.2  | 
|  containerd.io  |  1.7.28-0\$1ubuntu.22.04\$1jammy  |  1.7.29-1\$1ubuntu.22.04\$1jammy  | 
|  cryptography  |  46.0.2  |  46.0.3  | 
|  distro-info-data  |  0.52ubuntu0.9  |  0.52ubuntu0.11  | 
|  dkms  |  3.2.1-1ubuntu2  |  3.2.2-1ubuntu1  | 
|  docker-ce-cli  |  28.5.0-1\$1ubuntu.22.04\$1jammy  |  28.5.2-1\$1ubuntu.22.04\$1jammy  | 
|  docker-ce-rootless-extras  |  28.5.0-1\$1ubuntu.22.04\$1jammy  |  28.5.2-1\$1ubuntu.22.04\$1jammy  | 
|  docker-compose-plugin  |  2.39.4-0\$1ubuntu.22.04\$1jammy  |  2.40.3-1\$1ubuntu.22.04\$1jammy  | 
|  efa  |  2.17.2-1.amzn1  |  2.17.3-1.amzn1  | 
|  fastapi  |  0.118.0  |  0.121.0  | 
|  filelock  |  3.19.1  |  3.20.0  | 
|  fsspec  |  2025.9.0  |  2025.10.0  | 
|  graphql-core  |  3.2.6  |  3.2.7  | 
|  gymnasium  |  1.2.1  |  1.2.2  | 
|  idna  |  3.10  |  3.11  | 
|  inspectorssmplugin  |  1.0.399  |  1.0.411  | 
|  ipython  |  9.6.0  |  9.7.0  | 
|  ipywidgets  |  8.1.7  |  8.1.8  | 
|  java-11-amazon-corretto-jdk  |  11.0.28.6-1  |  11.0.29.7-1  | 
|  jupyter\$1core  |  5.8.1  |  5.9.1  | 
|  jupyterlab  |  4.4.9  |  4.4.10  | 
|  jupyterlab\$1server  |  2.27.3  |  2.28.0  | 
|  jupyterlab\$1widgets  |  3.0.15  |  3.0.16  | 
|  lark  |  1.3.0  |  1.3.1  | 
|  libbinutils  |  2.38-4ubuntu2.8  |  2.38-4ubuntu2.10  | 
|  libctf-nobfd0  |  2.38-4ubuntu2.8  |  2.38-4ubuntu2.10  | 
|  libctf0  |  2.38-4ubuntu2.8  |  2.38-4ubuntu2.10  | 
|  libnccl-ofi  |  1.16.2-1  |  1.16.3-1  | 
|  libnss-systemd  |  249.11-0ubuntu3.16  |  249.11-0ubuntu3.17  | 
|  libnvidia-container-tools  |  1.17.8-1  |  1.18.0-1  | 
|  libnvidia-container1  |  1.17.8-1  |  1.18.0-1  | 
|  libpam-systemd  |  249.11-0ubuntu3.16  |  249.11-0ubuntu3.17  | 
|  libssh-4  |  0.9.6-2ubuntu0.22.04.4  |  0.9.6-2ubuntu0.22.04.5  | 
|  libsystemd0  |  249.11-0ubuntu3.16  |  249.11-0ubuntu3.17  | 
|  libudev-dev  |  249.11-0ubuntu3.16  |  249.11-0ubuntu3.17  | 
|  libudev1  |  249.11-0ubuntu3.16  |  249.11-0ubuntu3.17  | 
|  libxml2  |  2.9.13\$1dfsg-1ubuntu0.9  |  2.9.13\$1dfsg-1ubuntu0.10  | 
|  libxnvctrl0  |  580.95.05-0ubuntu1  |  580.105.08-0ubuntu1  | 
|  lintian  |  2.114.0ubuntu1.6  |  2.114.0ubuntu1.7  | 
|  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  |  5.15.0-157.167  |  5.15.0-161.171  | 
|  linux-tools-common  |  5.15.0-157.167  |  5.15.0-161.171  | 
|  lustre-client-modules-aws  |  6.8.0-1039.41\$122.04.1  |  6.8.0-1040.42\$122.04.1  | 
|  marshmallow  |  4.0.1  |  4.1.0  | 
|  matplotlib  |  3.10.6  |  3.10.7  | 
|  matplotlib-inline  |  0.1.7  |  0.2.1  | 
|  narwhals  |  2.6.0  |  2.10.2  | 
|  nvidia-container-toolkit-base  |  1.17.8-1  |  1.18.0-1  | 
|  pillow  |  11.3.0  |  12.0.0  | 
|  pip  |  25.2  |  25.3  | 
|  psutil  |  7.1.0  |  7.1.3  | 
|  pyarrow  |  21.0.0  |  22.0.0  | 
|  pydantic  |  2.11.9  |  2.12.4  | 
|  pydantic\$1core  |  2.33.2  |  2.41.5  | 
|  python-json-logger  |  3.3.0  |  4.0.0  | 
|  referencing  |  0.36.2  |  0.37.0  | 
|  regex  |  2025.9.18  |  2025.11.3  | 
|  rich  |  14.1.0  |  14.2.0  | 
|  rpds-py  |  0.27.1  |  0.28.0  | 
|  ruamel.yaml  |  0.18.15  |  0.18.16  | 
|  sagemaker  |  2.252.0  |  2.254.1  | 
|  sagemaker-core  |  1.0.59  |  1.0.64  | 
|  schema  |  0.7.7  |  0.7.8  | 
|  scipy  |  1.16.2  |  1.16.3  | 
|  shap  |  0.48.0  |  0.49.1  | 
|  snapd  |  2.68.5\$1ubuntu22.04.1  |  2.71\$1ubuntu22.04  | 
|  sosreport  |  4.8.2-0ubuntu0\$122.04.2  |  4.9.2-0ubuntu0\$122.04.1  | 
|  starlette  |  0.48.0  |  0.49.3  | 
|  systemd-sysv  |  249.11-0ubuntu3.16  |  249.11-0ubuntu3.17  | 
|  tblib  |  3.1.0  |  3.2.1  | 
|  termcolor  |  3.1.0  |  3.2.0  | 
|  typer  |  0.19.2  |  0.20.0  | 
|  typing\$1extensions  |  4.12.2  |  4.15.0  | 
|  udev  |  249.11-0ubuntu3.16  |  249.11-0ubuntu3.17  | 
|  uvicorn  |  0.37.0  |  0.38.0  | 
|  webcolors  |  24.11.1  |  25.10.0  | 
|  websocket-client  |  1.8.0  |  1.9.0  | 
|  widgetsnbextension  |  4.0.14  |  4.0.15  | 
|  xyzservices  |  2025.4.0  |  2025.10.0  | 
|  zipp  |  3.23.0  |  3.19.2  | 

##### 移除的套件
<a name="removed-package-info-gpupt27ossarm64-ul2204-2025-11-10"></a>


| 套件名稱 | 
| --- | 
|  imageio  | 
|  linux-aws-6.8-headers-6.8.0-1039  | 
|  linux-aws-6.8-tools-6.8.0-1039  | 
|  linux-headers-6.8.0-1039-aws  | 
|  linux-image-6.8.0-1039-aws  | 
|  linux-modules-6.8.0-1039-aws  | 
|  linux-tools-6.8.0-1039-aws  | 
|  lustre-client-modules-6.8.0-1039-aws  | 
|  types-python-dateutil  | 

# 深度學習 ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20251003
<a name="aws-deep-learning-ami-gpupt27ossarm64-ul2204-2025-10-14"></a>

如需入門說明，請參閱 [DLAMI 入門](getting-started.md)。

##### 注意
<a name="notices-gpupt27ossarm64-ul2204"></a>
+  此版本包含 Nvidia [10 月安全性公告中找到受影響 Nvidia 驅動程式套件的 CVE ](https://nvidia.custhelp.com/app/answers/detail/a_id/5703)修補程式 

##### 主要套件版本
<a name="major-package-versions-gpupt27ossarm64-ul2204-2025-10-14"></a>


| 套件名稱 | 版本 | 
| --- | --- | 
|  framework\$1version  |  2.7  | 
|  gdr\$1copy  |  2.5  | 
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  nvidia\$1driver  |  580.95.05  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.8  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 
|  kernel\$1version  |  6.8.0-1039-aws  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.17.8  | 
|  ofi\$1nccl\$1version  |  1.16.2  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  default\$1cuda  |  /usr/local/cuda-12.8/  | 
|  compute\$1architecture  |  aarch64  | 

##### 先前版本的套件變更
<a name="release-notes-gpupt27ossarm64-ul2204-2025-10-14"></a>

**注意**  
所有 DLAMI 都會依照 AWS 最佳實務掃描漏洞。雖然我們持續升級至最新的套件版本，但某些相依性可能需要特定的套件降級來維持相容性。這些調整不會影響我們的安全狀態。如需 AWS 安全措施的相關資訊，請參閱我們的[AWS 安全文件 ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) 

##### 新增的套件
<a name="added-package-info-gpupt27ossarm64-ul2204-2025-10-14"></a>


|  | 
| --- |
|  nvidia-imex-580.95.05-1  | 

##### 更新套件
<a name="updated-package-info-gpupt27ossarm64-ul2204-2025-10-14"></a>


| 套件名稱 | 先前版本 | 新版本 | 
| --- | --- | --- | 
|  Authlib  |  1.6.4  |  1.6.5  | 
|  MarkupSafe  |  3.0.2  |  3.0.3  | 
|  awscli  |  1.42.40  |  1.42.45  | 
|  beautifulsoup4  |  4.13.5  |  4.14.2  | 
|  boto3  |  1.40.40  |  1.40.45  | 
|  botocore  |  1.40.40  |  1.40.45  | 
|  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  | 
|  fastapi  |  0.117.1  |  0.118.0  | 
|  fonttools  |  4.60.0  |  4.60.1  | 
|  inspectorssmplugin  |  1.0.398  |  1.0.399  | 
|  ipython  |  9.5.0  |  9.6.0  | 
|  libcurl3-gnutls  |  7.81.0-1ubuntu1.20  |  7.81.0-1ubuntu1.21  | 
|  libcurl4  |  7.81.0-1ubuntu1.20  |  7.81.0-1ubuntu1.21  | 
|  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-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  | 
|  narwhals  |  2.5.0  |  2.6.0  | 
|  needrestart  |  3.5-5ubuntu2.4  |  3.5-5ubuntu2.5  | 
|  nltk  |  3.9.1  |  3.9.2  | 
|  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  | 
|  pandas  |  2.3.2  |  2.3.3  | 
|  platformdirs  |  4.4.0  |  4.2.2  | 
|  sagemaker  |  2.251.1  |  2.252.0  | 
|  typing-inspection  |  0.4.1  |  0.4.2  | 
|  zipp  |  3.19.2  |  3.23.0  | 

##### 移除的套件
<a name="removed-package-info-gpupt27ossarm64-ul2204-2025-10-14"></a>


| 套件名稱 | 
| --- | 
|  nvidia-imex-570  | 

# Deep Learning ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20250926
<a name="aws-deep-learning-ami-gpupt27ossarm64-ul2204-2025-09-30"></a>

如需入門說明，請參閱 [DLAMI 入門](getting-started.md)。

##### 主要套件版本
<a name="major-package-versions-gpupt27ossarm64-ul2204-2025-09-30"></a>


| 套件名稱 | 版本 | 
| --- | --- | 
|  supported\$1ec2\$1instances  |  G5g, P6e-GB200  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  aarch64  | 
|  kernel\$1version  |  6.8.0-1039-aws  | 
|  framework\$1version  |  2.7  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  570.172.08  | 
|  default\$1cuda  |  /usr/local/cuda-12.8/  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.8  | 
|  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  | 

##### 先前版本的套件變更
<a name="release-notes-gpupt27ossarm64-ul2204-2025-09-30"></a>

**注意**  
所有 DLAMI 都會依照 AWS 最佳實務掃描漏洞。雖然我們在每個版本中持續升級至最新的套件版本，但某些相依性可能需要特定的套件降級來維持相容性。這些調整不會影響我們的安全狀態。如需 AWS 安全措施的完整資訊，請參閱我們的[AWS 安全文件 ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) 

##### 新增的套件
<a name="added-package-info-gpupt27ossarm64-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  | 

##### 更新套件
<a name="updated-package-info-gpupt27ossarm64-ul2204-2025-09-30"></a>


| 套件名稱 | 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  | 
|  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  | 
|  gymnasium  |  1.2.0  |  1.2.1  | 
|  inspectorssmplugin  |  1.0.396  |  1.0.398  | 
|  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  | 
|  platformdirs  |  4.4.0  |  4.2.2  | 
|  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  | 
|  python3-pip-whl  |  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  | 
|  uvicorn  |  0.35.0  |  0.37.0  | 
|  wcwidth  |  0.2.13  |  0.2.14  | 

##### 移除的套件
<a name="removed-package-info-gpupt27ossarm64-ul2204-2025-09-30"></a>


| 套件名稱 | 
| --- | 
|  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  | 

##### 存檔
<a name="archive-arm64-gpu-pytorch-2.7-ubuntu-22-04"></a>

**Topics**
+ [版本備註封存](archive-detail-gpu-pytorch-2.7-ubuntu-22-04.md)

# 版本備註封存
<a name="archive-detail-gpu-pytorch-2.7-ubuntu-22-04"></a>

##### 發行日期：2025-05-22
<a name="2025-05-22-gpu-pytorch-2.7-ubuntu-22-04"></a>

**AMI 名稱**：深度學習 ARM64 AMI OSS Nvidia 驅動程式 GPU PyTorch 2.7 (Ubuntu 22.04) 20250521

##### 已新增
<a name="w2aab8c17b5b9c23c19b5b3b5"></a>
+ Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.7 (Ubuntu 22.04) 系列的初始版本。包含與 NVIDIA 驅動程式 R570、CUDA=12.8、cuDNN=9.10 和 PyTorch NCCL=2.26.2 相輔相成的 Python 虛擬環境 pytorch (source /opt/pytorch/bin/activate)