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深度学习 OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20251115 - AWS Deep Learning AMIs

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深度学习 OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20251115

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, P4d, P5, P5e, P5en
operating_system Ubuntu 22.04.5 LTS
compute_architecture x86_64
kernel_version 6.8.0-1041-aws
framework_version 2.18
python_location /opt/tensorflow/bin/python3
nvidia_driver 580.95.05
default_cuda /usr/local/cuda-12.5/
nvidia_cuda_stack /usr/local/cuda-12.5
nvidia_container_toolkit_version 1.18.0
efa_version 1.44.0
ofi_nccl_version 1.17.1
nvme_location /opt/dlami/nvme
ebs_volume_type gp3
ssm_agent_version 3.3.2299.0
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-6.8-headers-6.8.0-1041-6.8.0-1041.43~22.04.1
linux-aws-6.8-tools-6.8.0-1041-6.8.0-1041.43~22.04.1
linux-headers-6.8.0-1041-aws-6.8.0-1041.43~22.04.1
linux-image-6.8.0-1041-aws-6.8.0-1041.43~22.04.1
linux-modules-6.8.0-1041-aws-6.8.0-1041.43~22.04.1
linux-tools-6.8.0-1041-aws-6.8.0-1041.43~22.04.1
lustre-client-modules-6.8.0-1041-aws-2.15.6-1fsx21
更新的软件包
包名称 先前版本 新版本
SecretStorage 3.4.0 3.4.1
annotated-doc 0.0.3 0.0.4
astroid 4.0.1 4.0.2
awscli 1.42.69 1.42.74
black 25.9.0 25.11.0
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~ubuntu.22.04~jammy 2.1.5-1~ubuntu.22.04~jammy
docker-buildx-plugin 0.29.1-1~ubuntu.22.04~jammy 0.30.0-1~ubuntu.22.04~jammy
docker-ce-cli 28.5.2-1~ubuntu.22.04~jammy 29.0.1-1~ubuntu.22.04~jammy
docker-ce-rootless-extras 28.5.2-1~ubuntu.22.04~jammy 29.0.1-1~ubuntu.22.04~jammy
fastapi 0.121.0 0.121.2
ibacm 58.amzn0-1 59.amzn0-1
ibverbs-providers 58.amzn0-1 59.amzn0-1
ibverbs-utils 58.amzn0-1 59.amzn0-1
infiniband-diags 58.amzn0-1 59.amzn0-1
inspectorssmplugin 1.0.411 1.0.412
intel-microcode 3.20250512.0ubuntu0.22.04.1 3.20250812.0ubuntu0.22.04.1
libfabric-aws-bin 2.1.0amzn5.0 2.3.1amzn1.0
libfabric-aws-dev 2.1.0amzn5.0 2.3.1amzn1.0
libfabric1-aws 2.1.0amzn5.0 2.3.1amzn1.0
libibmad-dev 58.amzn0-1 59.amzn0-1
libibmad5 58.amzn0-1 59.amzn0-1
libibnetdisc-dev 58.amzn0-1 59.amzn0-1
libibnetdisc5 58.amzn0-1 59.amzn0-1
libibumad-dev 58.amzn0-1 59.amzn0-1
libibumad3 58.amzn0-1 59.amzn0-1
libibverbs-dev 58.amzn0-1 59.amzn0-1
libibverbs1 58.amzn0-1 59.amzn0-1
libnccl-ofi 1.16.3-1 1.17.1-1
librdmacm-dev 58.amzn0-1 59.amzn0-1
librdmacm1 58.amzn0-1 59.amzn0-1
linux-aws 6.8.0-1040.42~22.04.1 6.8.0-1041.43~22.04.1
linux-headers-aws 6.8.0-1040.42~22.04.1 6.8.0-1041.43~22.04.1
linux-image-aws 6.8.0-1040.42~22.04.1 6.8.0-1041.43~22.04.1
narwhals 2.10.2 2.11.0
openmpi50-aws 5.0.6 5.0.8
optree 0.17.0 0.18.0
pip-tools 7.5.1 7.5.2
pipdeptree 2.29.0 2.30.0
pydantic 2.12.4 2.9.2
pydantic_core 2.41.5 2.23.4
pylint 4.0.2 4.0.3
pytest 8.4.2 9.0.1
rdmacm-utils 58.amzn0-1 59.amzn0-1
safety-schemas 0.0.16 0.0.14
snapd 2.71+ubuntu22.04 2.72+ubuntu22.04
zope.interface 8.0.1 8.1
删除的软件包
包名称
lustre-client-modules-6.8.0-1040-aws
lustre-client-modules-aws