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Driver OSS Nvidia de aprendizado profundo AMI GPU 2.8 PyTorch (Amazon Linux 2023) 20260421 - AMIs de deep learning da AWS

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Driver OSS Nvidia de aprendizado profundo AMI GPU 2.8 PyTorch (Amazon Linux 2023) 20260421

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

Versões principais de pacotes
supported_ec2_instances G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200
operating_system Amazon Linux 2023.11.20260413
compute_architecture x86_64
kernel_version 6.1.166-197.305.amzn2023.x86_64
framework_version 2.8
python_location /opt/pytorch/bin/python
nvidia_driver 580.126.09
nvidia_cuda_stack /usr/local/cuda-12.9
gdr_copy 2.5.2
nvidia_container_toolkit_version 1.19.0
efa_version 1.47.0
ofi_nccl_version 1.18.0
ebs_volume_type gp3
ssm_agent_version 3.3.4108.0
containerd_version 2.2.1+unknown
Alterações de pacote em relação à versão anterior
nota

Todos os DLAMI são verificados em busca de vulnerabilidades de acordo com as melhores práticas. 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. Para obter informações sobre medidas AWS de segurança, consulte nossa Documentação AWS de Segurança

Adição de pacotes
kernel-livepatch-6.1.166-197.305-1.0-0.amzn2023
libbpf-1.6.1-3.amzn2023
libnghttp3-1.15.0-1.amzn2023.0.1
libnghttp3-devel-1.15.0-1.amzn2023.0.1
mailcap-2.1.49-3.amzn2023.0.3
mmh3-5.2.1
ngtcp2-1.21.0-1.amzn2023.0.1
ngtcp2-crypto-ossl-1.21.0-1.amzn2023.0.1
ngtcp2-crypto-ossl-devel-1.21.0-1.amzn2023.0.1
ngtcp2-devel-1.21.0-1.amzn2023.0.1
perl-Class-Inspector-1.36-5.amzn2023.0.2
perl-Clone-0.47-4.amzn2023.0.1
perl-Data-Dump-1.25-14.amzn2023.0.1
perl-Digest-HMAC-1.05-4.amzn2023.0.1
perl-Exporter-Tiny-1.006003-2.amzn2023.0.1
perl-File-Listing-6.14-2.amzn2023.0.2
perl-File-ShareDir-1.118-2.amzn2023.0.2
perl-HTML-Parser-3.76-1.amzn2023.0.2
perl-HTML-Tagset-3.24-5.amzn2023.0.1
perl-HTTP-Cookies-6.10-2.amzn2023.0.2
perl-HTTP-Date-6.06-8.amzn2023.0.1
perl-HTTP-Message-6.34-1.amzn2023.0.2
perl-HTTP-Negotiate-6.01-28.amzn2023.0.2
perl-IO-HTML-1.004-2.amzn2023.0.2
perl-IO-Socket-SSL-2.075-1.amzn2023.0.3
perl-LWP-MediaTypes-6.04-7.amzn2023.0.2
perl-Lexical-SealRequireHints-0.011-15.amzn2023.0.2
perl-Lexical-Var-0.009-25.amzn2023.0.2
perl-List-MoreUtils-0.430-2.amzn2023.0.2
perl-List-MoreUtils-XS-0.430-2.amzn2023.0.3
perl-Module-Pluggable-5.2-16.amzn2023.0.2
perl-Module-Runtime-0.016-11.amzn2023.0.2
perl-NTLM-1.09-28.amzn2023.0.2
perl-Net-HTTP-6.21-1.amzn2023.0.2
perl-Net-SSLeay-1.94-3.amzn2023.0.2
perl-TimeDate-2.33-4.amzn2023.0.2
perl-Try-Tiny-0.30-11.amzn2023.0.2
perl-WWW-RobotRules-6.02-28.amzn2023.0.2
perl-libwww-perl-6.58-1.amzn2023.0.2
pyiceberg-0.11.1
pyroaring-1.0.4
strictyaml-1.7.3
zstandard-0.25.0
Pacotes atualizados
Nome do pacote Versão anterior Nova versão
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
amazon-cloudwatch-agent 1.300064.1-1.amzn2023 1.300064.2-1.amzn2023
amazon-ec2-net-utils 2.7.1-1.amzn2023.0.1 2.7.1-1.amzn2023.0.2
amazon-linux-repo-s3 2023.10.20260302-0.amzn2023 2023.11.20260413-0.amzn2023
amazon-ssm-agent 3.3.3598.0-1.amzn2023 3.3.4108.0-1.amzn2023
anyio 4.12.1 4.13.0
awscli 1.44.63 1.44.82
bind-libs 9.18.33-1.amzn2023.0.4 9.18.33-1.amzn2023.0.5
bind-license 9.18.33-1.amzn2023.0.4 9.18.33-1.amzn2023.0.5
bind-utils 9.18.33-1.amzn2023.0.4 9.18.33-1.amzn2023.0.5
boto3 1.42.73 1.42.92
botocore 1.42.73 1.42.92
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 2.2.1-1.amzn2023.0.1 2.2.1-1.amzn2023.0.2
cryptography 46.0.5 46.0.7
curl-minimal 8.17.0-1.amzn2023.0.1 8.17.0-1.amzn2023.0.2
databricks-sdk 0.102.0 0.103.0
deepdiff 8.6.2 9.0.0
dnf-plugin-support-info 1.11-1.amzn2023 1.12-1.amzn2023
docker 25.0.14-1.amzn2023.0.2 25.0.14-1.amzn2023.0.3
efa 2.17.3-1.amzn2023 3.0.0-1.amzn2023
efa-nv-peermem 1.2.2-1.amzn2023 1.2.3-1.amzn2023
exiv2 0.28.5-129.amzn2023 0.28.5-132.amzn2023
exiv2-libs 0.28.5-129.amzn2023 0.28.5-132.amzn2023
fastapi 0.135.1 0.136.0
filelock 3.25.2 3.29.0
freetype 2.13.2-5.amzn2023.0.1 2.13.2-5.amzn2023.0.2
fsspec 2026.2.0 2026.3.0
gdk-pixbuf2 2.42.12-180.amzn2023 2.42.12-185.amzn2023
gdk-pixbuf2-modules 2.42.12-180.amzn2023 2.42.12-185.amzn2023
gevent 25.9.1 26.4.0
giflib 5.2.1-9.amzn2023.0.2 5.2.1-9.amzn2023.0.3
gnutls 3.8.3-8.amzn2023.0.1 3.8.3-8.amzn2023.0.2
google-auth 2.49.1 2.49.2
greenlet 3.3.2 3.4.0
gstreamer1-plugins-base 1.24.10-1.amzn2023.0.2 1.24.10-1.amzn2023.0.3
gunicorn 25.1.0 25.3.0
ibacm 60.0-1.amzn2023 61.0-1.amzn2023
idna 3.11 3.12
infiniband-diags 60.0-1.amzn2023 61.0-1.amzn2023
infiniband-diags-compat 60.0-1.amzn2023 61.0-1.amzn2023
inspectorssmplugin 1.0.456-1 1.0.484-1
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-events 0.12.0 0.12.1
jupyter-lsp 2.3.0 2.3.1
kernel 6.1.163-186.299.amzn2023 6.1.166-197.305.amzn2023
kernel-devel 6.1.163-186.299.amzn2023 6.1.166-197.305.amzn2023
kernel-headers 6.1.163-186.299.amzn2023 6.1.166-197.305.amzn2023
kernel-livepatch-repo-s3 2023.10.20260302-0.amzn2023 2023.11.20260413-0.amzn2023
kernel-modules-extra 6.1.163-186.299.amzn2023 6.1.166-197.305.amzn2023
kernel-modules-extra-common 6.1.163-186.299.amzn2023 6.1.166-197.305.amzn2023
kernel-tools 6.1.163-186.299.amzn2023 6.1.166-197.305.amzn2023
lcms2 2.16-73.amzn2023 2.16-74.amzn2023
libcurl-devel 8.17.0-1.amzn2023.0.1 8.17.0-1.amzn2023.0.2
libcurl-minimal 8.17.0-1.amzn2023.0.1 8.17.0-1.amzn2023.0.2
libfabric-aws 2.3.1amzn2.0-1.amzn2023 2.4.0amzn1.0-1.amzn2023
libfabric-aws-devel 2.3.1amzn2.0-1.amzn2023 2.4.0amzn1.0-1.amzn2023
libibumad 60.0-1.amzn2023 61.0-1.amzn2023
libibverbs 60.0-1.amzn2023 61.0-1.amzn2023
libibverbs-utils 60.0-1.amzn2023 61.0-1.amzn2023
libnccl-ofi 1.17.2-1.amzn2023 1.18.0-1.amzn2023
libnghttp2 1.59.0-3.amzn2023.0.1 1.59.0-3.amzn2023.0.2
libnghttp2-devel 1.59.0-3.amzn2023.0.1 1.59.0-3.amzn2023.0.2
libpng 1.6.37-10.amzn2023.0.11 1.6.37-10.amzn2023.0.12
librdmacm 60.0-1.amzn2023 61.0-1.amzn2023
librdmacm-utils 60.0-1.amzn2023 61.0-1.amzn2023
libssh 0.10.6-1.amzn2023.0.4 0.10.6-1.amzn2023.0.5
libssh-config 0.10.6-1.amzn2023.0.4 0.10.6-1.amzn2023.0.5
libssh-devel 0.10.6-1.amzn2023.0.4 0.10.6-1.amzn2023.0.5
libtiff 4.4.0-4.amzn2023.0.24 4.4.0-4.amzn2023.0.26
llvmlite 0.46.0 0.47.0
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 2.20.0
nbconvert 7.17.0 7.17.1
ncurses 6.2-4.20200222.amzn2023.0.6 6.6-1.amzn2023.0.1
ncurses-base 6.2-4.20200222.amzn2023.0.6 6.6-1.amzn2023.0.1
ncurses-libs 6.2-4.20200222.amzn2023.0.6 6.6-1.amzn2023.0.1
numba 0.64.0 0.65.0
numpy 1.26.4 2.4.4
onnx 1.20.1 1.21.0
openexr-libs 3.1.5-1.amzn2023.0.6 3.1.5-1.amzn2023.0.8
openmpi40-aws 4.1.7-2 4.1.7-3
openmpi50-aws 5.0.8amzn1-11 5.0.9amzn1-11
openssl 3.2.2-1.amzn2023.0.5 3.5.5-1.amzn2023.0.4
openssl-devel 3.2.2-1.amzn2023.0.5 3.5.5-1.amzn2023.0.4
openssl-fips-provider-latest 3.2.2-1.amzn2023.0.5 3.5.5-1.amzn2023.0.4
openssl-libs 3.2.2-1.amzn2023.0.5 3.5.5-1.amzn2023.0.4
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
perl-Archive-Tar 2.40-1.amzn2023.0.2 3.04-522.amzn2023.0.1
perl-CPAN-Meta 2.150010-458.amzn2023.0.2 2.150013-1.amzn2023.0.1
perl-CPAN-Meta-Requirements 2.140-459.amzn2023.0.2 2.145-1.amzn2023.0.1
perl-CPAN-Meta-YAML 0.018-459.amzn2023.0.2 0.020-522.amzn2023.0.1
perl-Compress-Raw-Bzip2 2.101-3.amzn2023.0.2 2.217-1.amzn2023.0.1
perl-Compress-Raw-Lzma 2.101-1.amzn2023.0.2 2.221-1.amzn2023.0.1
perl-Compress-Raw-Zlib 2.101-3.amzn2023.0.2 2.221-1.amzn2023.0.1
perl-Config-Perl-V 0.33-2.amzn2023.0.2 0.39-1.amzn2023.0.1
perl-Data-Dumper 2.174-460.amzn2023.0.2 2.191-522.amzn2023.0.2
perl-Devel-PPPort 3.62-2.amzn2023.0.2 3.73-522.amzn2023.0.1
perl-Devel-Size 0.83-8.amzn2023.0.2 0.86-1.amzn2023.0.1
perl-Digest-MD5 2.58-2.amzn2023.0.2 2.59-521.amzn2023.0.1
perl-Digest-SHA 6.02-459.amzn2023.0.2 6.04-522.amzn2023.0.1
perl-Encode 3.15-462.amzn2023.0.2 3.21-520.amzn2023.0.1
perl-Encode-devel 3.15-462.amzn2023.0.2 3.21-520.amzn2023.0.1
perl-Error 0.17029-5.amzn2023.0.2 0.17030-2.amzn2023.0.1
perl-Exporter 5.74-459.amzn2023.0.2 5.79-520.amzn2023.0.1
perl-ExtUtils-CBuilder 0.280236-2.amzn2023.0.2 0.280236-2.amzn2023.0.3
perl-ExtUtils-Install 2.20-2.amzn2023.0.2 2.22-521.amzn2023.0.1
perl-ExtUtils-Manifest 1.73-2.amzn2023.0.2 1.75-521.amzn2023.0.1
perl-ExtUtils-ParseXS 3.40-458.amzn2023.0.2 3.61-2.amzn2023.0.1
perl-File-Fetch 1.00-2.amzn2023.0.2 1.08-4.amzn2023.0.1
perl-File-Temp 0.231.100-2.amzn2023.0.2 0.231.200-2.amzn2023.0.1
perl-File-Which 1.23-8.amzn2023.0.2 1.27-15.amzn2023.0.1
perl-Filter 1.60-2.amzn2023.0.2 1.65-2.amzn2023.0.1
perl-Getopt-Long 2.52-2.amzn2023.0.2 2.58-521.amzn2023.0.1
perl-HTTP-Tiny 0.078-1.amzn2023.0.3 0.092-2.amzn2023.0.1
perl-Test-Simple 1.302183-2.amzn2023.0.2 1.302219-2.amzn2023.0.1
perl-XML-Parser 2.46-7.amzn2023.0.2 2.51-1.amzn2023.0.1
perl-autodie 2.34-2.amzn2023.0.2 2.37-522.amzn2023.0.1
perl-bignum 0.66-501.amzn2023.0.1 0.67-522.amzn2023.0.1
perl-encoding 3.00-462.amzn2023.0.2 3.00-520.amzn2023.0.1
perl-experimental 0.025-1.amzn2023.0.2 0.036-3.amzn2023.0.1
pillow 12.1.1 12.2.0
platformdirs 4.9.4 4.4.0
pmix-aws 4.2.8-12 4.2.8-13
polkit 125-1.amzn2023.0.2 125-1.amzn2023.0.3
polkit-libs 125-1.amzn2023.0.2 125-1.amzn2023.0.3
prometheus_client 0.24.1 0.25.0
prrte-aws 3.0.6-12 3.0.6-13
pybind11 3.0.2 3.0.4
pydantic 2.9.2 2.13.3
pydantic_core 2.23.4 2.46.3
pytest 9.0.2 9.0.3
python-json-logger 4.0.0 4.1.0
python3 3.9.25-1.amzn2023.0.3 3.9.25-1.amzn2023.0.4
python3-libs 3.9.25-1.amzn2023.0.3 3.9.25-1.amzn2023.0.4
python3-pyverbs 60.0-1.amzn2023 61.0-1.amzn2023
rdma-core 60.0-1.amzn2023 61.0-1.amzn2023
rdma-core-devel 60.0-1.amzn2023 61.0-1.amzn2023
requests 2.32.5 2.33.1
rich 14.3.3 14.3.4
runc 1.3.4-1.amzn2023.0.2 1.3.4-3.amzn2023.0.2
rust-toolset-srpm-macros 1.93.0-1.amzn2023.0.1 1.94.0-1.amzn2023.0.2
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
selinux-policy 38.1.73-1.amzn2023.0.1 38.1.73-1.amzn2023.0.2
selinux-policy-targeted 38.1.73-1.amzn2023.0.1 38.1.73-1.amzn2023.0.2
setuptools 81.0.0 82.0.1
shap 0.49.1 0.51.0
skops 0.13.0 0.14.0
starlette 0.52.1 1.0.0
sudo 1.9.15-1.p5.amzn2023.0.2 1.9.15-1.p5.amzn2023.0.3
swig 4.1.1-4.amzn2023.0.3 4.1.1-4.amzn2023.0.5
system-release 2023.10.20260302-0.amzn2023 2023.11.20260413-0.amzn2023
systemtap 5.4-1.amzn2023.0.1 5.4-1.amzn2023.0.2
systemtap-client 5.4-1.amzn2023.0.1 5.4-1.amzn2023.0.2
systemtap-devel 5.4-1.amzn2023.0.1 5.4-1.amzn2023.0.2
systemtap-runtime 5.4-1.amzn2023.0.1 5.4-1.amzn2023.0.2
systemtap-sdt-devel 5.4-1.amzn2023.0.1 5.4-1.amzn2023.0.2
systemtap-sdt-dtrace 5.4-1.amzn2023.0.1 5.4-1.amzn2023.0.2
tracker-miners 3.7.4-2.amzn2023.0.1 3.7.4-2.amzn2023.0.2
tritonclient 2.66.0 2.67.0
tzdata 2025c-1.amzn2023.0.1 2026a-1.amzn2023.0.1
uvicorn 0.42.0 0.45.0
vim-common 9.1.1591-1.amzn2023.0.1 9.2.240-1.amzn2023.0.2
vim-data 9.1.1591-1.amzn2023.0.1 9.2.240-1.amzn2023.0.2
vim-enhanced 9.1.1591-1.amzn2023.0.1 9.2.240-1.amzn2023.0.2
vim-filesystem 9.1.1591-1.amzn2023.0.1 9.2.240-1.amzn2023.0.2
vim-minimal 9.1.1591-1.amzn2023.0.1 9.2.240-1.amzn2023.0.2
xxd 9.1.1591-1.amzn2023.0.1 9.2.240-1.amzn2023.0.2
xyzservices 2025.11.0 2026.3.0
zipp 3.23.0 3.23.1
zope.interface 8.2 8.3
Pacotes removidos
Nome do pacote
Authlib
dparse
kernel-libbpf
kernel-livepatch-6.1.163-186.299
marshmallow
nltk
regex
ruamel.yaml
safety-schemas
shellingham
tomlkit
typer