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深度学习 OSS Nvidia 驱动程序 AMI GPU PyTorch 2.8 (Ubuntu 24.04) 20260509 - AWS Deep Learning AMIs

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深度学习 OSS Nvidia 驱动程序 AMI GPU PyTorch 2.8 (Ubuntu 24.04) 20260509

有关入门帮助,请参阅 DLAMI 入门

主要软件包版本
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 6.17.0-1013-aws
framework_version 2.8
python_location /opt/pytorch/bin/python
nvidia_driver 580.126.09
nvidia_cuda_stack /usr/local/cuda-12.9
gdr_copy 2.5.2
nvidia_container_toolkit_version 1.19.0
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 v2.2.3
自上次发布后的软件包变更
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

添加的软件包
linux-aws-6.17-headers-6.17.0-1013-6.17.0-1013.13~24.04.1
linux-aws-6.17-tools-6.17.0-1013-6.17.0-1013.13~24.04.1
linux-headers-6.17.0-1013-aws-6.17.0-1013.13~24.04.1
linux-image-6.17.0-1013-aws-6.17.0-1013.13~24.04.1
linux-modules-6.17.0-1013-aws-6.17.0-1013.13~24.04.1
linux-modules-extra-6.17.0-1013-aws-6.17.0-1013.13~24.04.1
linux-tools-6.17.0-1013-aws-6.17.0-1013.13~24.04.1
lustre-client-modules-6.17.0-1013-aws-2.15.6-1fsx30
更新的软件包
包名称 先前版本 新版本
GitPython 3.1.47 3.1.50
Mako 1.3.11 1.3.12
amazon-cloudwatch-agent 1.300066.1b1374-1 1.300067.0b1404-1
awscli 1.44.86 1.45.6
boto3 1.42.96 1.43.6
botocore 1.42.96 1.43.6
databricks-sdk 0.105.0 0.106.0
distro-info-data 0.60ubuntu0.5 0.60ubuntu0.6
dkms 3.3.0-1ubuntu1 3.4.0-1ubuntu1
docker-ce-cli 29.4.1-1~ubuntu.24.04~noble 29.4.3-1~ubuntu.24.04~noble
docker-ce-rootless-extras 29.4.1-1~ubuntu.24.04~noble 29.4.3-1~ubuntu.24.04~noble
dpkg-dev 1.22.6ubuntu6.5 1.22.6ubuntu6.6
fsspec 2026.3.0 2026.4.0
google-auth 2.49.2 2.52.0
greenlet 3.5.0 3.3.2
inspectorssmplugin 1.0.485 1.0.492
iproute2 6.1.0-1ubuntu6.2 6.1.0-1ubuntu6.3
jupyter_server 2.17.0 2.18.2
jupyterlab 4.5.6 4.5.7
libcurl3t64-gnutls 8.5.0-2ubuntu10.8 8.5.0-2ubuntu10.9
libcurl4t64 8.5.0-2ubuntu10.8 8.5.0-2ubuntu10.9
libdpkg-perl 1.22.6ubuntu6.5 1.22.6ubuntu6.6
libheif-plugin-aomdec 1.17.6-1ubuntu4.2 1.17.6-1ubuntu4.3
libheif-plugin-aomenc 1.17.6-1ubuntu4.2 1.17.6-1ubuntu4.3
libheif1 1.17.6-1ubuntu4.2 1.17.6-1ubuntu4.3
libkmod2 31+20240202-2ubuntu7.1 31+20240202-2ubuntu7.2
libnghttp2-14 1.59.0-1ubuntu0.2 1.59.0-1ubuntu0.3
libpng-dev 1.6.43-5ubuntu0.5 1.6.43-5ubuntu0.6
libpng-tools 1.6.43-5ubuntu0.5 1.6.43-5ubuntu0.6
libpng16-16t64 1.6.43-5ubuntu0.5 1.6.43-5ubuntu0.6
libxnvctrl0 595.58.03-1ubuntu1 595.71.05-1ubuntu1
linux-aws 6.17.0-1012.12~24.04.1 6.17.0-1013.13~24.04.1
linux-headers-aws 6.17.0-1012.12~24.04.1 6.17.0-1013.13~24.04.1
linux-image-aws 6.17.0-1012.12~24.04.1 6.17.0-1013.13~24.04.1
linux-libc-dev 6.8.0-110.110 6.8.0-111.111
linux-modules-extra-aws 6.17.0-1012.12~24.04.1 6.17.0-1013.13~24.04.1
linux-tools-common 6.8.0-110.110 6.8.0-111.111
lustre-client-utils 2.15.6-1fsx29 2.15.6-1fsx30
markdown-it-py 4.0.0 4.2.0
matplotlib-inline 0.2.1 0.2.2
mistune 3.2.0 3.2.1
mlflow 3.11.1 3.12.0
mlflow-skinny 3.11.1 3.12.0
mlflow-tracing 3.11.1 3.12.0
narwhals 2.20.0 2.21.0
nvlsm 2025.10.11-1 2025.10.12-1
onnxruntime 1.25.0 1.26.0
open-vm-tools 12.5.0-1~ubuntu0.24.04.2 13.0.0-2~ubuntu0.24.04.1
openssh-client 9.6p1-3ubuntu13.15 9.6p1-3ubuntu13.16
openssh-server 9.6p1-3ubuntu13.15 9.6p1-3ubuntu13.16
openssh-sftp-server 9.6p1-3ubuntu13.15 9.6p1-3ubuntu13.16
parso 0.8.6 0.8.7
pip 26.1 26.1.1
platformdirs 4.9.6 4.4.0
propcache 0.4.1 0.5.2
pydantic 2.13.3 2.13.4
pydantic_core 2.46.3 2.46.4
pytz 2026.1.post1 2026.2
s3transfer 0.16.1 0.17.0
sagemaker 3.9.0 3.10.1
sagemaker-core 2.9.0 2.10.1
sagemaker-mlflow 0.3.0 0.4.0
sagemaker-mlops 1.9.0 1.10.1
sagemaker-serve 1.9.0 1.10.1
sagemaker-train 1.9.0 1.10.1
sed 4.9-2build1 4.9-2ubuntu0.24.04.1
starlette 1.0.0 0.52.1
traitlets 5.14.3 5.15.0
tritonclient 2.67.0 2.68.0
urllib3 2.6.3 2.7.0
vim-common 9.1.0016-1ubuntu7.11 9.1.0016-1ubuntu7.13
vim-runtime 9.1.0016-1ubuntu7.11 9.1.0016-1ubuntu7.13
vim-tiny 9.1.0016-1ubuntu7.11 9.1.0016-1ubuntu7.13
wcwidth 0.6.0 0.7.0
wheel 0.46.3 0.47.0
xxd 9.1.0016-1ubuntu7.11 9.1.0016-1ubuntu7.13
zope.event 6.1 6.2
删除的软件包
包名称
libde265-0
libheif-plugin-libde265
linux-aws-6.17-headers-6.17.0-1012
linux-aws-6.17-tools-6.17.0-1012
linux-headers-6.17.0-1012-aws
linux-image-6.17.0-1012-aws
linux-modules-6.17.0-1012-aws
linux-modules-extra-6.17.0-1012-aws
linux-tools-6.17.0-1012-aws
lustre-client-modules-6.17.0-1012-aws