深度学习 OSS Nvidia 驱动程序 AMI GPU PyTorch 2.7(Ubuntu 22.04)20251009 - AWS Deep Learning AMIs

深度学习 OSS Nvidia 驱动程序 AMI GPU PyTorch 2.7(Ubuntu 22.04)20251009

有关入门帮助,请参阅 DLAMI 入门

声明
主要软件包版本
软件包名称 版本
framework_version 2.7
gdr_copy 2.5
supported_ec2_instances G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200
efa_version 1.43.3
nvme_location /opt/dlami/nvme
ebs_volume_type gp3
nvidia_driver 580.95.05
python_location /opt/pytorch/bin/python
nvidia_cuda_stack /usr/local/cuda-12.8
ssm_agent_version 3.3.2299.0
kernel_version 6.8.0-1040-aws
nvidia_container_toolkit_version 1.17.8
ofi_nccl_version 1.16.3
operating_system Ubuntu 22.04.5 LTS
default_cuda /usr/local/cuda-12.8/
compute_architecture x86_64
自上次发布后的软件包变更
注意

所有 DLAMI 都遵循 AWS 最佳实践进行了漏洞扫描。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-6.8.0-1040-6.8.0-1040.42~22.04.1
linux-aws-6.8-tools-6.8.0-1040-6.8.0-1040.42~22.04.1
linux-headers-6.8.0-1040-aws-6.8.0-1040.42~22.04.1
linux-image-6.8.0-1040-aws-6.8.0-1040.42~22.04.1
linux-modules-6.8.0-1040-aws-6.8.0-1040.42~22.04.1
linux-modules-extra-6.8.0-1040-aws-6.8.0-1040.42~22.04.1
linux-tools-6.8.0-1040-aws-6.8.0-1040.42~22.04.1
lustre-client-modules-6.8.0-1040-aws-2.15.6-1fsx21
ml_dtypes-0.5.3
nvidia-fabricmanager-580.95.05-1
onnx-1.19.0
onnx-ir-0.1.10
onnxscript-0.5.3
更新的软件包
软件包名称 先前版本 新版本
Authlib 1.6.4 1.6.5
attrs 25.3.0 25.4.0
awscli 1.42.40 1.42.49
beautifulsoup4 4.14.0 4.14.2
boto3 1.40.40 1.40.49
botocore 1.40.40 1.40.49
certifi 2025.8.3 2025.10.5
cloud-init 25.1.4-0ubuntu0~22.04.1 25.2-0ubuntu1~22.04.1
cryptography 46.0.1 46.0.2
docker-buildx-plugin 0.28.0-0~ubuntu.22.04~jammy 0.29.1-1~ubuntu.22.04~jammy
docker-ce-cli 28.4.0-1~ubuntu.22.04~jammy 28.5.1-1~ubuntu.22.04~jammy
docker-ce-rootless-extras 28.4.0-1~ubuntu.22.04~jammy 28.5.1-1~ubuntu.22.04~jammy
docker-compose-plugin 2.39.4-0~ubuntu.22.04~jammy 2.40.0-1~ubuntu.22.04~jammy
efa 2.17.2-1.amzn1 2.17.3-1.amzn1
fastapi 0.117.1 0.118.2
filelock 3.19.1 3.20.0
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
libnccl-ofi 1.16.2-1 1.16.3-1
libnss-systemd 249.11-0ubuntu3.16 249.11-0ubuntu3.17
libpam-systemd 249.11-0ubuntu3.16 249.11-0ubuntu3.17
libssl-dev 3.0.2-0ubuntu1.19 3.0.2-0ubuntu1.20
libssl3 3.0.2-0ubuntu1.19 3.0.2-0ubuntu1.20
libsystemd0 249.11-0ubuntu3.16 249.11-0ubuntu3.17
libtiff5 4.3.0-6ubuntu0.11 4.3.0-6ubuntu0.12
libudev-dev 249.11-0ubuntu3.16 249.11-0ubuntu3.17
libudev1 249.11-0ubuntu3.16 249.11-0ubuntu3.17
libxnvctrl0 580.82.07-0ubuntu1 580.95.05-0ubuntu1
linux-aws 6.8.0-1039.41~22.04.1 6.8.0-1040.42~22.04.1
linux-headers-aws 6.8.0-1039.41~22.04.1 6.8.0-1040.42~22.04.1
linux-image-aws 6.8.0-1039.41~22.04.1 6.8.0-1040.42~22.04.1
linux-libc-dev 5.15.0-156.166 5.15.0-157.167
linux-modules-extra-aws 6.8.0-1039.41~22.04.1 6.8.0-1040.42~22.04.1
linux-tools-common 5.15.0-156.166 5.15.0-157.167
llvmlite 0.45.0 0.45.1
lustre-client-modules-aws 6.8.0-1039.41~22.04.1 6.8.0-1040.42~22.04.1
matplotlib 3.10.6 3.10.7
narwhals 2.5.0 2.7.0
needrestart 3.5-5ubuntu2.4 3.5-5ubuntu2.5
nltk 3.9.1 3.9.2
numba 0.62.0 0.62.1
nvlsm 2025.06.5-1 2025.06.6-1
open-vm-tools 12.3.5-3~ubuntu0.22.04.2 12.3.5-3~ubuntu0.22.04.3
pandas 2.3.2 2.3.3
pydantic 2.11.9 2.12.0
pydantic_core 2.33.2 2.41.1
python-json-logger 3.3.0 4.0.0
rich 14.1.0 14.2.0
sagemaker 2.251.1 2.252.0
systemd-sysv 249.11-0ubuntu3.16 249.11-0ubuntu3.17
transformer_engine 2.4.0 2.8.0
transformer_engine_cu12 2.4.0 2.8.0
transformer_engine_torch 2.4.0 2.8.0
types-python-dateutil 2.9.0.20250822 2.9.0.20251008
typing-inspection 0.4.1 0.4.2
udev 249.11-0ubuntu3.16 249.11-0ubuntu3.17
websocket-client 1.8.0 1.9.0
删除的软件包
软件包名称
linux-modules-extra-6.8.0-1039-aws
lustre-client-modules-6.8.0-1039-aws
nvidia-fabricmanager-570