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Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.7 (Amazon Linux 2023) 20260403 - AWS Deep Learning AMIs

Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.7 (Amazon Linux 2023) 20260403

For help getting started, see Getting started with DLAMI.

Major Package Versions
supported_ec2_instances G5g, P6e-GB200
operating_system Amazon Linux 2023.10.20260330
compute_architecture aarch64
kernel_version 6.12.77-99.140.amzn2023.aarch64
framework_version 2.7
python_location /opt/pytorch/bin/python
nvidia_driver 580.126.09
nvidia_cuda_stack /usr/local/cuda-12.8
gdr_copy 2.5.2
nvidia_container_toolkit_version 1.19.0
ofi_nccl_version 1.18.0
ebs_volume_type gp3
ssm_agent_version 3.3.4108.0
Package Changes from Previous Release
Note

All DLAMI are scanned for vulnerabilities following AWS Best Practices. While we continuously upgrade to the latest package versions, some dependencies may require specific package downgrades to maintain compatibility. These adjustments do not impact our security posture. For information on AWS security measures, please refer to our AWS Security Documentation

Added Packages
kernel-livepatch-6.12.77-99.140-1.0-0.amzn2023
libnghttp3-1.15.0-1.amzn2023.0.1
libnghttp3-devel-1.15.0-1.amzn2023.0.1
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-Module-Pluggable-5.2-16.amzn2023.0.2
perl-Module-Runtime-0.016-11.amzn2023.0.2
Updated Packages
Package Name Previous Version New Version
Pygments 2.19.2 2.20.0
SQLAlchemy 2.0.48 2.0.49
Werkzeug 3.1.7 3.1.8
aiohttp 3.13.3 3.13.5
amazon-linux-repo-s3 2023.10.20260302-0.amzn2023 2023.10.20260330-0.amzn2023
amazon-ssm-agent 3.3.3598.0-1.amzn2023 3.3.4108.0-1.amzn2023
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 1.42.78 1.42.83
botocore 1.42.78 1.42.83
charset-normalizer 3.4.6 3.4.7
click 8.3.1 8.3.2
curl-minimal 8.17.0-1.amzn2023.0.1 8.17.0-1.amzn2023.0.2
deepdiff 8.6.2 9.0.0
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 0.135.2 0.135.3
freetype 2.13.2-5.amzn2023.0.1 2.13.2-5.amzn2023.0.2
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
gstreamer1-plugins-base 1.24.10-1.amzn2023.0.2 1.24.10-1.amzn2023.0.3
ibacm 58.amzn0-1.amzn2023 61.0-1.amzn2023
infiniband-diags 58.amzn0-1.amzn2023 61.0-1.amzn2023
infiniband-diags-compat 58.amzn0-1.amzn2023 61.0-1.amzn2023
inspectorssmplugin 1.0.460-1 1.0.471-1
json5 0.13.0 0.14.0
jupyter-lsp 2.3.0 2.3.1
kernel-livepatch-repo-s3 2023.10.20260302-0.amzn2023 2023.10.20260330-0.amzn2023
kernel6.12 6.12.73-95.123.amzn2023 6.12.77-99.140.amzn2023
kernel6.12-devel 6.12.73-95.123.amzn2023 6.12.77-99.140.amzn2023
kernel6.12-headers 6.12.73-95.123.amzn2023 6.12.77-99.140.amzn2023
kernel6.12-libbpf 6.12.73-95.123.amzn2023 6.12.77-99.140.amzn2023
kernel6.12-modules-extra 6.12.73-95.123.amzn2023 6.12.77-99.140.amzn2023
kernel6.12-modules-extra-common 6.12.73-95.123.amzn2023 6.12.77-99.140.amzn2023
kernel6.12-tools 6.12.73-95.123.amzn2023 6.12.77-99.140.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 2.1.0amzn5.0-1.amzn2023 2.4.0amzn1.0-1.amzn2023
libfabric-aws-devel 2.1.0amzn5.0-1.amzn2023 2.4.0amzn1.0-1.amzn2023
libibumad 58.amzn0-1.amzn2023 61.0-1.amzn2023
libibverbs 58.amzn0-1.amzn2023 61.0-1.amzn2023
libibverbs-utils 58.amzn0-1.amzn2023 61.0-1.amzn2023
libnccl-ofi 1.16.3-1.amzn2023 1.18.0-1.amzn2023
librdmacm 58.amzn0-1.amzn2023 61.0-1.amzn2023
librdmacm-utils 58.amzn0-1.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.amzn2023.0.25
llvmlite 0.46.0 0.47.0
marshmallow 4.2.3 4.3.0
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
openexr-libs 3.1.5-1.amzn2023.0.6 3.1.5-1.amzn2023.0.7
openmpi40-aws 4.1.7-2 4.1.7-3
openmpi50-aws 5.0.6-11 5.0.9amzn1-11
openssl 3.2.2-1.amzn2023.0.5 3.5.5-1.amzn2023.0.3
openssl-devel 3.2.2-1.amzn2023.0.5 3.5.5-1.amzn2023.0.3
openssl-fips-provider-latest 3.2.2-1.amzn2023.0.5 3.5.5-1.amzn2023.0.3
openssl-libs 3.2.2-1.amzn2023.0.5 3.5.5-1.amzn2023.0.3
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.amzn2023.0.1
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-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-Test-Simple 1.302183-2.amzn2023.0.2 1.302219-2.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 4.4.0 4.9.4
pmix-aws 4.2.8-12 4.2.8-13
prrte-aws 3.0.6-12 3.0.6-13
pybind11 3.0.2 3.0.3
python-json-logger 4.0.0 4.1.0
python3-pyverbs 58.amzn0-1.amzn2023 61.0-1.amzn2023
rdma-core 58.amzn0-1.amzn2023 61.0-1.amzn2023
rdma-core-devel 58.amzn0-1.amzn2023 61.0-1.amzn2023
regex 2026.2.28 2026.4.4
requests 2.33.0 2.33.1
sagemaker 3.7.0 3.7.1
sagemaker-core 2.7.0 2.7.1
sagemaker-mlops 1.7.0 1.7.1
sagemaker-serve 1.7.0 1.7.1
sagemaker-train 1.7.0 1.7.1
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
swig 4.1.1-4.amzn2023.0.3 4.1.1-4.amzn2023.0.5
system-release 2023.10.20260302-0.amzn2023 2023.10.20260330-0.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
tzdata 2025c-1.amzn2023.0.1 2026a-1.amzn2023.0.1
uvicorn 0.42.0 0.43.0
xyzservices 2025.11.0 2026.3.0
Removed Packages
Package Name
kernel-livepatch-6.12.73-95.123