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GPU AMI del driver Nvidia con apprendimento profondo PyTorch 2.10 (Ubuntu 24.04) 20260418 - AWS Deep Learning AMIs

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GPU AMI del driver Nvidia con apprendimento profondo PyTorch 2.10 (Ubuntu 24.04) 20260418

Per informazioni su come iniziare, consulta. Guida introduttiva a DLAMI

Versioni principali dei Package
supported_ec2_instances G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200
operating_system Ubuntu 24.04.4 LTS
compute_architecture x86_64
kernel_version 6.17.0-1010-aws
framework_version 2.10
python_location /opt/pytorch/bin/python
nvidia_driver 580.126.16
gdr_copy 2.5.2
nvidia_container_toolkit_version 1.19.0
efa_version 1.47.0
ofi_nccl_version 1.18.0
nvme_location /opt/dlami/nvme
ebs_volume_type gp3
ssm_agent_version 3.3.4121.0
containerd_version v2.2.3
Modifiche ai pacchetti rispetto alla versione precedente
Nota

Tutti i DLAMI vengono analizzati per individuare eventuali vulnerabilità seguendo le Best Practice. AWS Sebbene eseguiamo continuamente l'aggiornamento alle versioni più recenti dei pacchetti, alcune dipendenze potrebbero richiedere il downgrade di pacchetti specifici per mantenere la compatibilità. Queste modifiche non influiscono sul nostro livello di sicurezza. Per informazioni sulle misure AWS di sicurezza, consulta la nostra AWS documentazione sulla sicurezza

Pacchetti aggiunti
linux-aws-6.17-headers-6.17.0-1010-6.17.0-1010.10~24.04.1
linux-aws-6.17-tools-6.17.0-1010-6.17.0-1010.10~24.04.1
linux-headers-6.17.0-1010-aws-6.17.0-1010.10~24.04.1
linux-image-6.17.0-1010-aws-6.17.0-1010.10~24.04.1
linux-modules-6.17.0-1010-aws-6.17.0-1010.10~24.04.1
linux-modules-extra-6.17.0-1010-aws-6.17.0-1010.10~24.04.1
linux-tools-6.17.0-1010-aws-6.17.0-1010.10~24.04.1
lustre-client-modules-6.17.0-1010-aws-2.15.6-1fsx28
mmh3-5.2.1
pyiceberg-0.11.1
pyroaring-1.0.4
strictyaml-1.7.3
zstandard-0.25.0
Pacchetti aggiornati
Nome pacchetto Versione precedente Nuova versione
Mako 1.3.10 1.3.11
Pygments 2.19.2 2.20.0
SQLAlchemy 2.0.48 2.0.49
Werkzeug 3.1.6 3.1.8
aiohttp 3.13.3 3.13.5
anyio 4.12.1 4.13.0
awscli 1.44.63 1.44.81
bind9-dnsutils 9.18.39-0ubuntu0.24.04.2 9.18.39-0ubuntu0.24.04.3
bind9-host 9.18.39-0ubuntu0.24.04.2 9.18.39-0ubuntu0.24.04.3
bind9-libs 9.18.39-0ubuntu0.24.04.2 9.18.39-0ubuntu0.24.04.3
boto3 1.42.73 1.42.91
botocore 1.42.73 1.42.91
cachetools 7.0.5 6.2.6
captum 0.8.0 0.9.0
charset-normalizer 3.4.6 3.4.7
click 8.3.1 8.3.2
containerd.io 2.2.2-1~ubuntu.24.04~noble 2.2.3-1~ubuntu.24.04~noble
cryptography 46.0.5 46.0.7
cuda-pathfinder 1.4.3 1.5.3
deepdiff 8.6.2 9.0.0
devscripts 2.23.7ubuntu0.1 2.23.7ubuntu0.2
docker-buildx-plugin 0.31.1-1~ubuntu.24.04~noble 0.33.0-1~ubuntu.24.04~noble
docker-ce-cli 29.3.0-1~ubuntu.24.04~noble 29.4.0-1~ubuntu.24.04~noble
docker-ce-rootless-extras 29.3.0-1~ubuntu.24.04~noble 29.4.0-1~ubuntu.24.04~noble
docker-compose-plugin 5.1.1-1~ubuntu.24.04~noble 5.1.3-1~ubuntu.24.04~noble
fastapi 0.135.1 0.136.0
filelock 3.25.2 3.28.0
fsspec 2026.2.0 2026.3.0
gevent 25.9.1 26.4.0
google-auth 2.49.1 2.49.2
greenlet 3.3.2 3.4.0
gunicorn 25.1.0 25.3.0
inspectorssmplugin 1.0.456 1.0.483
invoke 2.2.1 3.0.3
ipython 9.11.0 9.12.0
json5 0.13.0 0.14.0
jsonpointer 3.1.0 3.1.1
jupyter-lsp 2.3.0 2.3.1
libapparmor1 4.0.1really4.0.1-0ubuntu0.24.04.5 4.0.1really4.0.1-0ubuntu0.24.04.6
libarchive13t64 3.7.2-2ubuntu0.5 3.7.2-2ubuntu0.6
libfwupd2 1.9.33-0ubuntu1~24.04.1ubuntu1 1.9.34-0ubuntu1~24.04.1
libnetplan1 1.1.2-8ubuntu1~24.04.1 1.1.2-8ubuntu1~24.04.2
libnss-systemd 255.4-1ubuntu8.12 255.4-1ubuntu8.15
libpam-systemd 255.4-1ubuntu8.12 255.4-1ubuntu8.15
libpolkit-agent-1-0 124-2ubuntu1.24.04.2 124-2ubuntu1.24.04.3
libpolkit-gobject-1-0 124-2ubuntu1.24.04.2 124-2ubuntu1.24.04.3
libpython3.13 3.13.12-1+noble1 3.13.13-1+noble1
libpython3.13-dev 3.13.12-1+noble1 3.13.13-1+noble1
libpython3.13-stdlib 3.13.12-1+noble1 3.13.13-1+noble1
libssl-dev 3.0.13-0ubuntu3.7 3.0.13-0ubuntu3.9
libssl3t64 3.0.13-0ubuntu3.7 3.0.13-0ubuntu3.9
libsystemd-shared 255.4-1ubuntu8.12 255.4-1ubuntu8.15
libsystemd0 255.4-1ubuntu8.12 255.4-1ubuntu8.15
libtiff6 4.5.1+git230720-4ubuntu2.4 4.5.1+git230720-4ubuntu2.5
libudev-dev 255.4-1ubuntu8.12 255.4-1ubuntu8.15
libudev1 255.4-1ubuntu8.12 255.4-1ubuntu8.15
libxml-parser-perl 2.47-1build3 2.47-1ubuntu0.24.04.1
libxnvctrl0 595.45.04-1ubuntu1 595.58.03-1ubuntu1
linux-aws 6.17.0-1009.9~24.04.2 6.17.0-1010.10~24.04.1
linux-headers-aws 6.17.0-1009.9~24.04.2 6.17.0-1010.10~24.04.1
linux-image-aws 6.17.0-1009.9~24.04.2 6.17.0-1010.10~24.04.1
linux-libc-dev 6.8.0-106.106 6.8.0-110.110
linux-modules-extra-aws 6.17.0-1009.9~24.04.2 6.17.0-1010.10~24.04.1
linux-tools-common 6.8.0-106.106 6.8.0-110.110
llvmlite 0.46.0 0.47.0
lshw 02.19.git.2021.06.19.996aaad9c7-2build3 02.19.git.2021.06.19.996aaad9c7-2ubuntu0.24.04.1
mlflow 3.10.1 3.11.1
mlflow-skinny 3.10.1 3.11.1
mlflow-tracing 3.10.1 3.11.1
narwhals 2.18.0 2.19.0
nbconvert 7.17.0 7.17.1
netplan-generator 1.1.2-8ubuntu1~24.04.1 1.1.2-8ubuntu1~24.04.2
numba 0.64.0 0.65.0
numpy 2.4.3 2.3.5
nvidia-nvml-dev 13.2.51 13.2.82
onnx 1.19.0 1.21.0
opentelemetry-api 1.40.0 1.41.0
opentelemetry-proto 1.40.0 1.41.0
opentelemetry-sdk 1.40.0 1.41.0
opentelemetry-semantic-conventions 0.61b0 0.62b0
packaging 26.0 26.1
pillow 12.1.1 12.2.0
polkitd 124-2ubuntu1.24.04.2 124-2ubuntu1.24.04.3
pollinate 4.33-3.1ubuntu1.1 4.33-3.1ubuntu1.3
prometheus_client 0.24.1 0.25.0
pybind11 3.0.2 3.0.3
pydantic 2.9.2 2.13.2
pydantic_core 2.23.4 2.46.2
pytest 9.0.2 9.0.3
python-json-logger 4.0.0 4.1.0
python3-jwt 2.7.0-1 2.7.0-1ubuntu0.1
python3-netplan 1.1.2-8ubuntu1~24.04.1 1.1.2-8ubuntu1~24.04.2
python3-openssl 23.2.0-1 23.2.0-1ubuntu0.1
python3-pyasn1 0.4.8-4ubuntu0.1 0.4.8-4ubuntu0.2
python3.13-dev 3.13.12-1+noble1 3.13.13-1+noble1
python3.13-venv 3.13.12-1+noble1 3.13.13-1+noble1
requests 2.32.5 2.33.1
rich 14.3.3 14.3.4
rsyslog 8.2312.0-3ubuntu9.1 8.2312.0-3ubuntu9.2
sagemaker 3.6.0 3.8.0
sagemaker-core 2.6.0 2.8.0
sagemaker-mlops 1.6.0 1.8.0
sagemaker-serve 1.6.0 1.8.0
sagemaker-train 1.6.0 1.8.0
setuptools 81.0.0 82.0.1
shap 0.49.1 0.51.0
starlette 0.52.1 1.0.0
systemd-dev 255.4-1ubuntu8.12 255.4-1ubuntu8.15
systemd-resolved 255.4-1ubuntu8.12 255.4-1ubuntu8.15
systemd-sysv 255.4-1ubuntu8.12 255.4-1ubuntu8.15
tritonclient 2.66.0 2.67.0
tzdata 2025.3 2026.1
tzdata-legacy 2025b-0ubuntu0.24.04.1 2026a-0ubuntu0.24.04.1
udev 255.4-1ubuntu8.12 255.4-1ubuntu8.15
uvicorn 0.42.0 0.44.0
vim-common 9.1.0016-1ubuntu7.10 9.1.0016-1ubuntu7.11
vim-runtime 9.1.0016-1ubuntu7.10 9.1.0016-1ubuntu7.11
vim-tiny 9.1.0016-1ubuntu7.10 9.1.0016-1ubuntu7.11
xxd 9.1.0016-1ubuntu7.10 9.1.0016-1ubuntu7.11
xyzservices 2025.11.0 2026.3.0
zipp 3.23.0 3.23.1
zope.interface 8.2 8.3
Pacchetti rimossi
Nome pacchetto
Authlib
dparse
linux-aws-6.17-headers-6.17.0-1007
linux-aws-6.17-headers-6.17.0-1009
linux-aws-6.17-tools-6.17.0-1007
linux-aws-6.17-tools-6.17.0-1009
linux-headers-6.17.0-1007-aws
linux-headers-6.17.0-1009-aws
linux-image-6.17.0-1007-aws
linux-image-6.17.0-1009-aws
linux-modules-6.17.0-1007-aws
linux-modules-6.17.0-1009-aws
linux-modules-extra-6.17.0-1009-aws
linux-tools-6.17.0-1007-aws
linux-tools-6.17.0-1009-aws
lustre-client-modules-6.17.0-1009-aws
marshmallow
nltk
regex
ruamel.yaml
safety-schemas
shellingham
tomlkit
typer