Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.8 (Amazon Linux 2023) 20260421
For help getting started, see Getting started with DLAMI.
Major Package Versions
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
|
Package Changes from Previous Release
Note
All DLAMI are scanned for vulnerabilities following Amazon 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 Amazon security measures, please refer to our Amazon Security Documentation
Added Packages
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
|
Updated Packages
| Package Name | Previous Version | New Version |
|---|---|---|
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
|
Removed Packages
| Package Name |
|---|
Authlib
|
dparse
|
kernel-libbpf
|
kernel-livepatch-6.1.163-186.299
|
marshmallow
|
nltk
|
regex
|
ruamel.yaml
|
safety-schemas
|
shellingham
|
tomlkit
|
typer
|