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

Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.7(Ubuntu 22.04) 20251107

시작하기에 관한 도움말은 DLAMI 시작하기 섹션을 참조하세요.

메이저 패키지 버전
패키지 이름 버전
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
이전 릴리스의 패키지 변경 사항
참고

AWS 모범 사례에 따라 모든 DLAMI에서 취약성을 검사합니다. 최신 패키지 버전으로 지속적으로 업그레이드하는 동안 일부 종속성은 호환성을 유지하기 위해 특정 패키지 다운그레이드가 필요할 수 있습니다. 이러한 조정은 보안 태세에 영향을 미치지 않습니다. AWS 보안 조치에 대한 자세한 내용은 AWS 보안 설명서를 참조하세요.

추가된 패키지
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
업데이트된 패키지
패키지 이름 이전 버전 새 버전
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
제거된 패키지
패키지 이름
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