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深度學習 OSS Nvidia 驅動程式 AMI GPU PyTorch 2.11 (Ubuntu 24.04) 20260604 - AWS 深度學習 AMIs

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。

深度學習 OSS Nvidia 驅動程式 AMI GPU PyTorch 2.11 (Ubuntu 24.04) 20260604

如需入門說明,請參閱 DLAMI 入門

主要套件版本
supported_ec2_instances G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200
operating_system Ubuntu 24.04.4 LTS
compute_architecture x86_64
kernel_version 6.17.0-1017-aws
framework_version 2.11
python_location /opt/pytorch/bin/python
nvidia_driver 595.71.05
gdr_copy 2.5.2
nvidia_container_toolkit_version 1.19.1
efa_version 1.47.0
ofi_nccl_version 1.18.0
nvme_location /opt/dlami/nvme
ebs_volume_type gp3
ssm_agent_version 3.3.4121.0
containerd_version v2.2.4
先前版本的套件變更
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

新增的套件
linux-aws-6.17-headers-6.17.0-1017-6.17.0-1017.17~24.04.1
linux-aws-6.17-tools-6.17.0-1017-6.17.0-1017.17~24.04.1
linux-headers-6.17.0-1017-aws-6.17.0-1017.17~24.04.1
linux-image-6.17.0-1017-aws-6.17.0-1017.17~24.04.1
linux-modules-6.17.0-1017-aws-6.17.0-1017.17~24.04.1
linux-modules-extra-6.17.0-1017-aws-6.17.0-1017.17~24.04.1
linux-tools-6.17.0-1017-aws-6.17.0-1017.17~24.04.1
lustre-client-modules-6.17.0-1017-aws-2.15.6-1fsx31
更新套件
套件名稱 先前版本 新版本
Pygments 2.17.2 2.20.0
SQLAlchemy 2.0.49 2.0.50
aiohttp 3.13.5 3.14.0
awscli 1.45.14 1.45.22
bcrypt 3.2.2 5.0.0
blinker 1.7.0 1.9.0
click 8.4.1 8.1.6
cloud-init 25.3 26.1
cuda-bindings 13.2.0 13.3.1
cuda-pathfinder 1.5.4 1.5.5
databricks-sdk 0.110.0 0.114.0
debugpy 1.8.20 1.8.21
dkms 3.4.0-2ubuntu1 3.4.1-1ubuntu1
docker-buildx-plugin 0.34.0-1~ubuntu.24.04~noble 0.34.1-1~ubuntu.24.04~noble
docker-ce-cli 29.5.2-1~ubuntu.24.04~noble 29.5.3-1~ubuntu.24.04~noble
docker-ce-rootless-extras 29.5.2-1~ubuntu.24.04~noble 29.5.3-1~ubuntu.24.04~noble
fastapi 0.136.1 0.136.3
filelock 3.29.0 3.29.1
gunicorn 25.3.0 26.0.0
huey 2.6.0 3.0.1
inspectorssmplugin 1.0.500 1.0.501
ipython 9.13.0 9.14.0
jmespath 1.1.0 1.0.1
jsonschema 4.10.3 4.26.0
jupyter_server 2.18.2 2.19.0
libapparmor1 4.0.1really4.0.1-0ubuntu0.24.04.6 4.0.1really4.0.1-0ubuntu0.24.04.7
libgcrypt20 1.10.3-2build1 1.10.3-2ubuntu0.1
liblzma-dev 5.6.1+really5.4.5-1ubuntu0.2 5.6.1+really5.4.5-1ubuntu0.3
liblzma5 5.6.1+really5.4.5-1ubuntu0.2 5.6.1+really5.4.5-1ubuntu0.3
libmysqlclient21 8.0.45-0ubuntu0.24.04.1 8.0.46-0ubuntu0.24.04.2
libwww-perl 6.76-1 6.76-1ubuntu0.1
libxnvctrl0 595.71.05-1ubuntu1 610.43.02-1ubuntu1
linux-aws 6.17.0-1015.15~24.04.1 6.17.0-1017.17~24.04.1
linux-headers-aws 6.17.0-1015.15~24.04.1 6.17.0-1017.17~24.04.1
linux-image-aws 6.17.0-1015.15~24.04.1 6.17.0-1017.17~24.04.1
linux-libc-dev 6.8.0-117.117 6.8.0-124.124
linux-modules-extra-aws 6.17.0-1015.15~24.04.1 6.17.0-1017.17~24.04.1
linux-tools-common 6.8.0-117.117 6.8.0-124.124
markdown-it-py 4.2.0 3.0.0
mlflow 3.12.0 3.13.0
mlflow-skinny 3.12.0 3.13.0
mlflow-tracing 3.12.0 3.13.0
narwhals 2.21.2 2.22.0
nvidia-ml-py 13.595.45 13.610.43
nvidia-nvml-dev 13.2.82 13.3.29
packaging 26.0 26.2
pip 26.1.1 26.1.2
platformdirs 4.4.0 4.10.0
pyarrow 23.0.1 24.0.0
python3-twisted 24.3.0-1ubuntu0.1 24.3.0-1ubuntu0.2
python3-urllib3 2.0.7-1ubuntu0.6 2.0.7-1ubuntu0.7
rich 14.3.4 13.7.1
rpds-py 0.30.0 2026.5.1
sagemaker 3.12.0 3.13.0
sagemaker-core 2.12.0 2.13.0
sagemaker-mlops 1.12.0 1.13.0
sagemaker-serve 1.12.0 1.13.0
sagemaker-train 1.12.0 1.13.0
scikit-learn 1.8.0 1.9.0
shap 0.51.0 0.52.0
soupsieve 2.8.3 2.8.4
starlette 0.52.1 1.2.1
tornado 6.5.5 6.5.6
traitlets 5.15.0 5.15.1
tritonclient 2.68.0 2.69.0
urllib3 2.0.7 2.7.0
uvicorn 0.47.0 0.49.0
vim-common 9.1.0016-1ubuntu7.13 9.1.0016-1ubuntu7.14
vim-runtime 9.1.0016-1ubuntu7.13 9.1.0016-1ubuntu7.14
vim-tiny 9.1.0016-1ubuntu7.13 9.1.0016-1ubuntu7.14
wheel 0.47.0 0.46.3
xxd 9.1.0016-1ubuntu7.13 9.1.0016-1ubuntu7.14
zipp 3.23.0 4.1.0
zope.interface 8.4 8.5
移除的套件
套件名稱
linux-aws-6.17-headers-6.17.0-1015
linux-aws-6.17-tools-6.17.0-1015
linux-headers-6.17.0-1015-aws
linux-image-6.17.0-1015-aws
linux-modules-6.17.0-1015-aws
linux-modules-extra-6.17.0-1015-aws
linux-tools-6.17.0-1015-aws
lustre-client-modules-6.17.0-1015-aws