AMI ARM64 de driver OSS Nvidia para aprendizado profundo com GPU PyTorch 2.7 (Ubuntu 22.04) 20251107 - AMIs de deep learning da AWS

AMI ARM64 de driver OSS Nvidia para aprendizado profundo com GPU PyTorch 2.7 (Ubuntu 22.04) 20251107

Se precisar de ajuda para começar, consulte Conceitos básicos da DLAMI.

Versões principais de pacotes
Nome do pacote Versão
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
Alterações de pacote em relação à versão anterior
nota

Todas as DLAMI são verificadas em busca de vulnerabilidades de acordo com as práticas recomendadas da AWS. Embora atualizemos continuamente para as versões mais recentes do pacote, algumas dependências podem exigir downgrades de pacotes específicos para manter a compatibilidade. Esses ajustes não afetam nosso procedimento de segurança. Consulte informações sobre medidas de segurança da AWS em nossa Documentação de segurança da AWS

Adição de pacotes
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
Pacotes atualizados
Nome do pacote Versão anterior Nova versão
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
Pacotes removidos
Nome do pacote
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