深度學習 OSS Nvidia 驅動程式 AMI GPU TensorFlow 2.17 (Ubuntu 22.04) 20251008 - 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 TensorFlow 2.17 (Ubuntu 22.04) 20251008

如需入門說明,請參閱 DLAMI 入門

注意
主要套件版本
套件名稱 版本
framework_version 2.17
supported_ec2_instances G4dn, G5, G6, Gr6, G6e, P4d, P5, P5e, P5en
efa_version 1.43.3
nvme_location /opt/dlami/nvme
ebs_volume_type gp3
nvidia_driver 580.95.05
python_location /opt/tensorflow/bin/python3
nvidia_cuda_stack /usr/local/cuda-12.3
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-12.3/
compute_architecture x86_64
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才能維持相容性。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-6.8-headers-6.8.0-1039-6.8.0-1039.41~22.04.1
linux-aws-6.8-headers-6.8.0-1040-6.8.0-1040.42~22.04.1
linux-aws-6.8-tools-6.8.0-1039-6.8.0-1039.41~22.04.1
linux-aws-6.8-tools-6.8.0-1040-6.8.0-1040.42~22.04.1
linux-headers-6.8.0-1039-aws-6.8.0-1039.41~22.04.1
linux-headers-6.8.0-1040-aws-6.8.0-1040.42~22.04.1
linux-image-6.8.0-1039-aws-6.8.0-1039.41~22.04.1
linux-image-6.8.0-1040-aws-6.8.0-1040.42~22.04.1
linux-modules-6.8.0-1039-aws-6.8.0-1039.41~22.04.1
linux-modules-6.8.0-1040-aws-6.8.0-1040.42~22.04.1
linux-tools-6.8.0-1039-aws-6.8.0-1039.41~22.04.1
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
nvidia-fabricmanager-580.95.05-1
pytokens-0.1.10
更新套件
套件名稱 先前版本 新版本
Authlib 1.6.3 1.6.5
Markdown 3.8.2 3.9
MarkupSafe 3.0.2 3.0.3
PyYAML 6.0.2 6.0.3
SecretStorage 3.3.3 3.4.0
aiohttp 3.12.15 3.13.0
amazon-cloudwatch-agent 1.300057.1b1167-1 1.300059.0b1207-1
anyio 4.10.0 4.11.0
attrs 25.3.0 25.4.0
awscli 1.42.21 1.42.47
beautifulsoup4 4.13.5 4.14.2
billiard 4.2.1 4.2.2
bind9-dnsutils 9.18.30-0ubuntu0.22.04.2 9.18.39-0ubuntu0.22.04.1
bind9-host 9.18.30-0ubuntu0.22.04.2 9.18.39-0ubuntu0.22.04.1
bind9-libs 9.18.30-0ubuntu0.22.04.2 9.18.39-0ubuntu0.22.04.1
black 25.1.0 25.9.0
boto3 1.40.21 1.40.47
botocore 1.40.21 1.40.47
certifi 2025.8.3 2025.10.5
cffi 1.17.1 2.0.0
click 8.2.1 8.3.0
cloud-init 25.1.4-0ubuntu0~22.04.1 25.2-0ubuntu1~22.04.1
containerd.io 1.7.27-1 1.7.28-0~ubuntu.22.04~jammy
cryptography 45.0.6 46.0.2
dask 2025.7.0 2025.9.1
debugpy 1.8.16 1.8.17
docker-buildx-plugin 28.3.3-1~ubuntu.22.04~jammy 0.29.1-1~ubuntu.22.04~jammy
docker-ce-cli 28.3.3-1~ubuntu.22.04~jammy 28.5.1-1~ubuntu.22.04~jammy
docker-ce-rootless-extras 28.3.3-1~ubuntu.22.04~jammy 28.5.1-1~ubuntu.22.04~jammy
docker-compose-plugin 28.3.3-1~ubuntu.22.04~jammy 2.40.0-1~ubuntu.22.04~jammy
dpkg-dev 1.21.1ubuntu2.3 1.21.1ubuntu2.6
efa 2.17.2-1.amzn1 2.17.3-1.amzn1
executing 2.2.0 2.2.1
fastapi 0.116.1 0.118.2
filelock 3.16.1 3.20.0
flatbuffers 25.2.10 25.9.23
fonttools 4.59.2 4.60.1
frozenlist 1.7.0 1.8.0
fsspec 2025.7.0 2025.9.0
grpcio 1.74.0 1.75.1
inspectorssmplugin 1.0.388 1.0.399
ipython 9.5.0 9.6.0
isort 6.0.1 6.1.0
jsonschema-specifications 2025.4.1 2025.9.1
jupyterlab 4.4.6 4.4.9
landscape-common 23.02-0ubuntu1~22.04.4 23.02-0ubuntu1~22.04.6
lark 1.2.2 1.3.0
libc-bin 2.35-0ubuntu3.10 2.35-0ubuntu3.11
libc-dev-bin 2.35-0ubuntu3.10 2.35-0ubuntu3.11
libc-devtools 2.35-0ubuntu3.10 2.35-0ubuntu3.11
libc6 2.35-0ubuntu3.10 2.35-0ubuntu3.11
libc6-dev 2.35-0ubuntu3.10 2.35-0ubuntu3.11
libcurl3-gnutls 7.81.0-1ubuntu1.20 7.81.0-1ubuntu1.21
libcurl4 7.81.0-1ubuntu1.20 7.81.0-1ubuntu1.21
libdpkg-perl 1.21.1ubuntu2.3 1.21.1ubuntu2.6
libmysqlclient21 8.0.43-0ubuntu0.22.04.1 8.0.43-0ubuntu0.22.04.2
libnccl-ofi 1.16.2-1 1.16.3-1
libssl-dev 3.0.2-0ubuntu1.19 3.0.2-0ubuntu1.20
libssl3 3.0.2-0ubuntu1.19 3.0.2-0ubuntu1.20
libtiff5 4.3.0-6ubuntu0.11 4.3.0-6ubuntu0.12
libxml2 2.9.13+dfsg-1ubuntu0.8 2.9.13+dfsg-1ubuntu0.9
libxnvctrl0 580.65.06-0ubuntu1 580.95.05-0ubuntu1
linux-aws 6.8.0-1036.38~22.04.1 6.8.0-1040.42~22.04.1
linux-headers-aws 6.8.0-1036.38~22.04.1 6.8.0-1040.42~22.04.1
linux-image-aws 6.8.0-1036.38~22.04.1 6.8.0-1040.42~22.04.1
linux-libc-dev 5.15.0-153.163 5.15.0-157.167
linux-tools-common 5.15.0-153.163 5.15.0-157.167
llvmlite 0.44.0 0.45.1
locales 2.35-0ubuntu3.10 2.35-0ubuntu3.11
lustre-client-modules-aws 6.8.0-1036.38~22.04.1 6.8.0-1040.42~22.04.1
more-itertools 10.3.0 10.8.0
multidict 6.6.4 6.7.0
mypy 1.17.1 1.18.2
narwhals 2.2.0 2.7.0
nbclassic 1.3.1 1.3.3
needrestart 3.5-5ubuntu2.4 3.5-5ubuntu2.5
nh3 0.3.0 0.3.1
nltk 3.9.1 3.9.2
numba 0.61.2 0.62.1
nvidia-ml-py 13.580.65 13.580.82
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
pip-tools 7.5.0 7.5.1
platformdirs 4.4.0 4.5.0
plotly 6.3.0 6.3.1
prometheus_client 0.22.1 0.23.1
psutil 6.1.1 7.1.0
pyOpenSSL 25.1.0 25.3.0
pycparser 2.22 2.23
pydantic 2.9.2 2.12.0
pydantic_core 2.23.4 2.41.1
pylint 3.3.8 3.3.9
pyparsing 3.2.3 3.2.5
pytest 8.4.1 8.4.2
python-json-logger 3.3.0 4.0.0
python3-pip 22.0.2+dfsg-1ubuntu0.6 22.0.2+dfsg-1ubuntu0.7
pyzmq 27.0.2 27.1.0
regex 2025.8.29 2025.9.18
ruamel.yaml.clib 0.2.12 0.2.14
s3transfer 0.13.1 0.14.0
safety-schemas 0.0.14 0.0.16
scikit-learn 1.7.1 1.7.2
scipy 1.16.1 1.16.2
starlette 0.47.3 0.48.0
systemd-hwe-hwdb 249.11.5 249.11.6
tf_keras 2.19.0 2.17.0
twine 6.1.0 6.2.0
typer 0.16.1 0.19.2
types-python-dateutil 2.9.0.20250822 2.9.0.20251008
typing-inspection 0.4.1 0.4.2
wcwidth 0.2.13 0.2.14
websocket-client 1.8.0 1.9.0
yarl 1.20.1 1.22.0
zope.interface 7.2 8.0.1
移除的套件
套件名稱
linux-aws-6.8-headers-6.8.0-1035
linux-aws-6.8-headers-6.8.0-1036
linux-aws-6.8-tools-6.8.0-1035
linux-aws-6.8-tools-6.8.0-1036
linux-headers-6.8.0-1035-aws
linux-headers-6.8.0-1036-aws
linux-image-6.8.0-1035-aws
linux-image-6.8.0-1036-aws
linux-modules-6.8.0-1035-aws
linux-modules-6.8.0-1036-aws
linux-tools-6.8.0-1035-aws
linux-tools-6.8.0-1036-aws
lustre-client-modules-6.8.0-1036-aws
nvidia-fabricmanager-570