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深度學習專屬 Nvidia 驅動程式 AMI (Amazon Linux 2) 83.7 版 - 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。

深度學習專屬 Nvidia 驅動程式 AMI (Amazon Linux 2) 83.7 版

如需入門說明,請參閱 DLAMI 入門

主要套件版本
supported_ec2_instances G3 (G3.16x not supported), P3, P3dn
operating_system Amazon Linux 2
compute_architecture x86_64
kernel_version 5.10.245-241.976.amzn2.x86_64
framework_version 82
conda_environments - python3: Python 3.10 - tensorflow2_p310: TensorFlow 2.16, Python 3.10 - pytorch_p310: PyTorch 2.2, Python 3.10
nvidia_driver 570.195.03
default_cuda /usr/local/cuda-12.1/
nvidia_cuda_stack /usr/local/cuda-12.1,/usr/local/cuda-12.2,/usr/local/cuda-12.3
gdr_copy 2.4.1
nvidia_container_toolkit_version 1.18.0
efa_version 1.43.3
ofi_nccl_version 1.16.3
ebs_volume_type gp3
ssm_agent_version 3.3.3050.0
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來維持相容性。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
annotated-doc-0.0.3
kernel-livepatch-5.10.245-241.976-1.0-0.amzn2
更新套件
套件名稱 先前版本 新版本
Brotli 1.1.0 1.2.0
Cython 3.1.4 3.1.6
Markdown 3.9 3.10
Sphinx 7.3.7 8.1.3
aiohttp 3.13.0 3.13.2
arrow 1.3.0 1.4.0
astropy-iers-data 0.2025.10.13.0.37.17 0.2025.11.3.0.38.37
boto3 1.40.55 1.40.65
botocore 1.40.55 1.40.65
cffi 1.17.1 2.0.0
cloudpickle 3.1.1 3.1.2
cytoolz 1.0.1 1.1.0
fastapi 0.119.0 0.121.0
fsspec 2025.9.0 2025.10.0
glibc 2.26-64.amzn2.0.4 2.26-64.amzn2.0.5
glibc-all-langpacks 2.26-64.amzn2.0.4 2.26-64.amzn2.0.5
glibc-common 2.26-64.amzn2.0.4 2.26-64.amzn2.0.5
glibc-devel 2.26-64.amzn2.0.4 2.26-64.amzn2.0.5
glibc-headers 2.26-64.amzn2.0.4 2.26-64.amzn2.0.5
glibc-locale-source 2.26-64.amzn2.0.4 2.26-64.amzn2.0.5
glibc-minimal-langpack 2.26-64.amzn2.0.4 2.26-64.amzn2.0.5
graphql-core 3.2.6 3.2.7
grpcio 1.75.1 1.76.0
gymnasium 1.2.1 1.2.2
iniconfig 2.0.0 2.3.0
inspectorssmplugin 1.0.401-1 1.0.408-1
ipykernel 6.29.5 7.1.0
ipython 7.33.0 8.37.0
ipywidgets 8.1.7 8.1.8
jaraco.context 6.0.1 5.3.0
java-11-amazon-corretto-headless 11.0.28+6-1.amzn2 11.0.29+7-1.amzn2
jupyter_client 8.6.3 7.4.9
jupyterlab 4.4.9 4.4.10
jupyterlab_server 2.27.3 2.28.0
jupyterlab_widgets 3.0.15 3.0.16
keras 3.11.3 3.12.0
kernel 5.10.244-240.970.amzn2 5.10.245-241.976.amzn2
kernel-devel 5.10.244-240.970.amzn2 5.10.245-241.976.amzn2
kernel-headers 5.10.244-240.970.amzn2 5.10.245-241.976.amzn2
kernel-tools 5.10.244-240.970.amzn2 5.10.245-241.976.amzn2
lark 1.3.0 1.3.1
libcrypt 2.26-64.amzn2.0.4 2.26-64.amzn2.0.5
libnvidia-container-tools 1.17.9-1 1.18.0-1
libnvidia-container1 1.17.9-1 1.18.0-1
libsss_idmap 1.16.5-10.amzn2.15 1.16.5-11.amzn2.15
libsss_nss_idmap 1.16.5-10.amzn2.15 1.16.5-11.amzn2.15
lief 0.16.6 0.17.0
marshmallow 4.0.1 4.1.0
matplotlib-inline 0.1.7 0.2.1
more-itertools 10.3.0 10.8.0
narwhals 2.8.0 2.10.2
notebook 6.5.7 7.4.7
nvidia-container-toolkit 1.17.9-1 1.18.0-1
nvidia-container-toolkit-base 1.17.9-1 1.18.0-1
patsy 1.0.1 1.0.2
plotly 6.3.1 6.4.0
psutil 7.1.0 7.1.3
pylint 4.0.1 4.0.2
pyodbc 5.2.0 5.3.0
python-dateutil 2.9.0 2.9.0.post0
python3 3.7.16-1.amzn2.0.19 3.7.16-1.amzn2.0.20
python3-libs 3.7.16-1.amzn2.0.19 3.7.16-1.amzn2.0.20
regex 2025.9.18 2025.11.3
rpds-py 0.27.1 0.28.0
ruamel.yaml 0.18.15 0.18.16
runc 1.3.1-1.amzn2 1.3.2-2.amzn2
sagemaker 2.253.1 2.254.1
sagemaker-core 1.0.59 1.0.62
sssd-client 1.16.5-10.amzn2.15 1.16.5-11.amzn2.15
starlette 0.48.0 0.49.3
tblib 3.1.0 3.2.1
termcolor 3.1.0 3.2.0
typer 0.19.2 0.20.0
unicodedata2 16.0.0 17.0.0
urllib3 1.26.19 1.26.20
uvicorn 0.37.0 0.38.0
webcolors 24.11.1 25.10.0
widgetsnbextension 4.0.14 4.0.15
wrapt 1.17.3 2.0.0
xyzservices 2025.4.0 2025.10.0
yarl 1.20.1 1.22.0
移除的套件
套件名稱
kernel-livepatch-5.10.244-240.970
types-python-dateutil