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深度学习 OSS Nvidia Driver AMI GPU PyTorch 2.10 (Ubuntu 24.04) 20260604 - AWS Deep Learning AMIs

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深度学习 OSS Nvidia Driver AMI GPU PyTorch 2.10 (Ubuntu 24.04) 20260604

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 6.17.0-1017-aws
framework_version 2.10
python_location /opt/pytorch/bin/python
nvidia_driver 580.159.04
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
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-6.17.0-1017-6.17.0-1017.17~24.04.1
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
更新的软件包
包名称 先前版本 新版本
PyNaCl 1.6.2 1.5.0
SQLAlchemy 2.0.49 2.0.50
aiohttp 3.13.5 3.14.0
attrs 26.1.0 23.2.0
awscli 1.45.14 1.45.22
bcrypt 5.0.0 3.2.2
blinker 1.9.0 1.7.0
boto3 1.43.14 1.34.46
botocore 1.43.14 1.43.22
certifi 2023.11.17 2026.5.20
click 8.4.1 8.1.6
cloud-init 25.3 26.1
cryptography 46.0.7 41.0.7
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
idna 3.16 3.6
inspectorssmplugin 1.0.500 1.0.501
ipython 9.13.0 9.14.0
jupyter_server 2.18.2 2.19.0
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-nvml-dev 13.2.82 13.3.29
packaging 24.0 26.0
pip 26.1.1 26.1.2
platformdirs 4.9.6 4.10.0
pyarrow 23.0.1 24.0.0
python-dateutil 2.8.2 2.9.0.post0
python3-twisted 24.3.0-1ubuntu0.1 24.3.0-1ubuntu0.2
python3-urllib3 2.0.7-1ubuntu0.6 2.0.7-1ubuntu0.7
pytz 2026.2 2024.1
requests 2.34.2 2.31.0
rpds-py 0.30.0 2026.5.1
s3transfer 0.17.0 0.18.0
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
snapd 2.74.1+ubuntu24.04.4 2.75.2+ubuntu24.04
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 2.7.0 2.0.7
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
zope.interface 8.4 6.1
删除的软件包
包名称
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