Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.7 (Ubuntu 22.04) 20251107 - AWS Deep Learning AMIs

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Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.7 (Ubuntu 22.04) 20251107

Untuk bantuan memulai, lihatMemulai dengan DLAMI.

Versi Package Utama
Nama Package Versi
framework_version 2.7
gdr_copy 2.5
supported_ec2_instances G5g, P6e-GB200
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 1.18.0
dcgm_version /bin/bash: line 1: dcgmi: command not found
ofi_nccl_version 1.16.3
operating_system Ubuntu 22.04.5 LTS
default_cuda /usr/local/cuda-12.8/
compute_architecture aarch64
Perubahan Package dari Rilis Sebelumnya
catatan

Semua DLAMI dipindai untuk kerentanan mengikuti Praktik Terbaik.AWS Meskipun kami terus meningkatkan ke versi paket terbaru, beberapa dependensi mungkin memerlukan penurunan versi paket khusus untuk mempertahankan kompatibilitas. Penyesuaian ini tidak memengaruhi postur keamanan kami. Untuk informasi tentang langkah-langkah AWS keamanan, silakan merujuk ke Dokumentasi AWS Keamanan kami

Paket yang Ditambahkan
ImageIO-2.37.2
annotated-doc-0.0.3
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-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
Paket yang Diperbarui
Nama Package Versi Sebelumnya Versi Baru
amazon-cloudwatch-agent 1.300059.0b1207-1 1.300061.0b1289-1
arrow 1.3.0 1.4.0
attrs 25.3.0 25.4.0
awscli 1.42.45 1.42.69
bind9-dnsutils 9.18.39-0ubuntu0.22.04.1 9.18.39-0ubuntu0.22.04.2
bind9-host 9.18.39-0ubuntu0.22.04.1 9.18.39-0ubuntu0.22.04.2
bind9-libs 9.18.39-0ubuntu0.22.04.1 9.18.39-0ubuntu0.22.04.2
binutils-aarch64-linux-gnu 2.38-4ubuntu2.8 2.38-4ubuntu2.10
binutils-common 2.38-4ubuntu2.8 2.38-4ubuntu2.10
bleach 6.2.0 6.3.0
bokeh 3.8.0 3.8.1
boto3 1.40.45 1.40.69
botocore 1.40.45 1.40.69
certifi 2025.8.3 2025.10.5
charset-normalizer 3.4.3 3.4.4
cloudpickle 3.1.1 3.1.2
containerd.io 1.7.28-0~ubuntu.22.04~jammy 1.7.29-1~ubuntu.22.04~jammy
cryptography 46.0.2 46.0.3
distro-info-data 0.52ubuntu0.9 0.52ubuntu0.11
dkms 3.2.1-1ubuntu2 3.2.2-1ubuntu1
docker-ce-cli 28.5.0-1~ubuntu.22.04~jammy 28.5.2-1~ubuntu.22.04~jammy
docker-ce-rootless-extras 28.5.0-1~ubuntu.22.04~jammy 28.5.2-1~ubuntu.22.04~jammy
docker-compose-plugin 2.39.4-0~ubuntu.22.04~jammy 2.40.3-1~ubuntu.22.04~jammy
efa 2.17.2-1.amzn1 2.17.3-1.amzn1
fastapi 0.118.0 0.121.0
filelock 3.19.1 3.20.0
fsspec 2025.9.0 2025.10.0
graphql-core 3.2.6 3.2.7
gymnasium 1.2.1 1.2.2
idna 3.10 3.11
inspectorssmplugin 1.0.399 1.0.411
ipython 9.6.0 9.7.0
ipywidgets 8.1.7 8.1.8
java-11-amazon-corretto-jdk 11.0.28.6-1 11.0.29.7-1
jupyter_core 5.8.1 5.9.1
jupyterlab 4.4.9 4.4.10
jupyterlab_server 2.27.3 2.28.0
jupyterlab_widgets 3.0.15 3.0.16
lark 1.3.0 1.3.1
libbinutils 2.38-4ubuntu2.8 2.38-4ubuntu2.10
libctf-nobfd0 2.38-4ubuntu2.8 2.38-4ubuntu2.10
libctf0 2.38-4ubuntu2.8 2.38-4ubuntu2.10
libnccl-ofi 1.16.2-1 1.16.3-1
libnss-systemd 249.11-0ubuntu3.16 249.11-0ubuntu3.17
libnvidia-container-tools 1.17.8-1 1.18.0-1
libnvidia-container1 1.17.8-1 1.18.0-1
libpam-systemd 249.11-0ubuntu3.16 249.11-0ubuntu3.17
libssh-4 0.9.6-2ubuntu0.22.04.4 0.9.6-2ubuntu0.22.04.5
libsystemd0 249.11-0ubuntu3.16 249.11-0ubuntu3.17
libudev-dev 249.11-0ubuntu3.16 249.11-0ubuntu3.17
libudev1 249.11-0ubuntu3.16 249.11-0ubuntu3.17
libxml2 2.9.13+dfsg-1ubuntu0.9 2.9.13+dfsg-1ubuntu0.10
libxnvctrl0 580.95.05-0ubuntu1 580.105.08-0ubuntu1
lintian 2.114.0ubuntu1.6 2.114.0ubuntu1.7
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 5.15.0-157.167 5.15.0-161.171
linux-tools-common 5.15.0-157.167 5.15.0-161.171
lustre-client-modules-aws 6.8.0-1039.41~22.04.1 6.8.0-1040.42~22.04.1
marshmallow 4.0.1 4.1.0
matplotlib 3.10.6 3.10.7
matplotlib-inline 0.1.7 0.2.1
narwhals 2.6.0 2.10.2
nvidia-container-toolkit-base 1.17.8-1 1.18.0-1
pillow 11.3.0 12.0.0
pip 25.2 25.3
psutil 7.1.0 7.1.3
pyarrow 21.0.0 22.0.0
pydantic 2.11.9 2.12.4
pydantic_core 2.33.2 2.41.5
python-json-logger 3.3.0 4.0.0
referencing 0.36.2 0.37.0
regex 2025.9.18 2025.11.3
rich 14.1.0 14.2.0
rpds-py 0.27.1 0.28.0
ruamel.yaml 0.18.15 0.18.16
sagemaker 2.252.0 2.254.1
sagemaker-core 1.0.59 1.0.64
schema 0.7.7 0.7.8
scipy 1.16.2 1.16.3
shap 0.48.0 0.49.1
snapd 2.68.5+ubuntu22.04.1 2.71+ubuntu22.04
sosreport 4.8.2-0ubuntu0~22.04.2 4.9.2-0ubuntu0~22.04.1
starlette 0.48.0 0.49.3
systemd-sysv 249.11-0ubuntu3.16 249.11-0ubuntu3.17
tblib 3.1.0 3.2.1
termcolor 3.1.0 3.2.0
typer 0.19.2 0.20.0
typing_extensions 4.12.2 4.15.0
udev 249.11-0ubuntu3.16 249.11-0ubuntu3.17
uvicorn 0.37.0 0.38.0
webcolors 24.11.1 25.10.0
websocket-client 1.8.0 1.9.0
widgetsnbextension 4.0.14 4.0.15
xyzservices 2025.4.0 2025.10.0
zipp 3.23.0 3.19.2
Paket yang Dihapus
Nama Package
imageio
linux-aws-6.8-headers-6.8.0-1039
linux-aws-6.8-tools-6.8.0-1039
linux-headers-6.8.0-1039-aws
linux-image-6.8.0-1039-aws
linux-modules-6.8.0-1039-aws
linux-tools-6.8.0-1039-aws
lustre-client-modules-6.8.0-1039-aws
types-python-dateutil