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# Controlador Nvidia de aprendizaje profundo ARM64 AMI OSS GPU PyTorch 2.7 (Ubuntu 22.04) 20260403
<a name="aws-deep-learning-ami-gpupt27ossarm64-ul2204-2026-04-07"></a>

Para obtener ayuda para comenzar, consulte [Introducción a las DLAMI](getting-started.md).

##### Versiones de paquete principales
<a name="major-package-versions-gpupt27ossarm64-ul2204-2026-04-07"></a>


|  |  | 
| --- |--- |
|  supported\_ec2\_instances  |  G5g, P6e-GB200  | 
|  operating\_system  |  Ubuntu 22.04.5 LTS  | 
|  compute\_architecture  |  aarch64  | 
|  kernel\_version  |  6.8.0-1051-aws  | 
|  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  | 
|  nvme\_location  |  /opt/dlami/nvme  | 
|  ebs\_volume\_type  |  gp3  | 
|  ssm\_agent\_version  |  3.3.3050.0  | 

##### Cambios en el paquete respecto a la versión anterior
<a name="release-notes-gpupt27ossarm64-ul2204-2026-04-07"></a>

**nota**  
Todos los DLAMI se escanean en busca de vulnerabilidades AWS siguiendo las mejores prácticas. Si bien actualizamos continuamente los paquetes a las versiones más recientes, es posible que algunas dependencias requieran la versión anterior de algún paquete específico para mantener la compatibilidad. Estos ajustes no afectan a nuestra posición de seguridad. [Para obtener información sobre las medidas AWS de seguridad, consulte nuestra AWS documentación de seguridad](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) 

##### Paquetes agregados
<a name="added-package-info-gpupt27ossarm64-ul2204-2026-04-07"></a>


|  | 
| --- |
|  linux-aws-6.8-headers-6.8.0-1051-6.8.0-1051.54\~22.04.1  | 
|  linux-aws-6.8-tools-6.8.0-1051-6.8.0-1051.54\~22.04.1  | 
|  linux-headers-6.8.0-1051-aws-6.8.0-1051.54\~22.04.1  | 
|  linux-image-6.8.0-1051-aws-6.8.0-1051.54\~22.04.1  | 
|  linux-modules-6.8.0-1051-aws-6.8.0-1051.54\~22.04.1  | 
|  linux-tools-6.8.0-1051-aws-6.8.0-1051.54\~22.04.1  | 
|  lustre-client-modules-6.8.0-1051-aws-2.15.6-1fsx28  | 

##### Paquetes actualizados
<a name="updated-package-info-gpupt27ossarm64-ul2204-2026-04-07"></a>


| Nombre del paquete | Versión anterior | Nueva versión | 
| --- | --- | --- | 
|  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  | 
|  awscli  |  1.44.68  |  1.44.73  | 
|  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  | 
|  deepdiff  |  8.6.2  |  9.0.0  | 
|  docker-buildx-plugin  |  0.31.1-1\~ubuntu.22.04\~jammy  |  0.33.0-1\~ubuntu.22.04\~jammy  | 
|  efa  |  2.17.3-1.amzn1  |  3.0.0-1.amzn1  | 
|  efa-nv-peermem  |  1.2.2-1.amzn1  |  1.2.3-1.amzn1  | 
|  fastapi  |  0.135.2  |  0.135.3  | 
|  ibacm  |  58.amzn0-1  |  61.0-1  | 
|  ibverbs-providers  |  58.amzn0-1  |  61.0-1  | 
|  ibverbs-utils  |  58.amzn0-1  |  61.0-1  | 
|  infiniband-diags  |  58.amzn0-1  |  61.0-1  | 
|  inspectorssmplugin  |  1.0.460  |  1.0.471  | 
|  json5  |  0.13.0  |  0.14.0  | 
|  jupyter-lsp  |  2.3.0  |  2.3.1  | 
|  libarchive13  |  3.6.0-1ubuntu1.5  |  3.6.0-1ubuntu1.6  | 
|  libcairo-gobject2  |  1.16.0-5ubuntu2  |  1.16.0-5ubuntu2.1  | 
|  libcairo-script-interpreter2  |  1.16.0-5ubuntu2  |  1.16.0-5ubuntu2.1  | 
|  libcairo2  |  1.16.0-5ubuntu2  |  1.16.0-5ubuntu2.1  | 
|  libcairo2-dev  |  1.16.0-5ubuntu2  |  1.16.0-5ubuntu2.1  | 
|  libfabric-aws-bin  |  2.1.0amzn5.0  |  2.4.0amzn1.0  | 
|  libfabric-aws-dev  |  2.1.0amzn5.0  |  2.4.0amzn1.0  | 
|  libfabric1-aws  |  2.1.0amzn5.0  |  2.4.0amzn1.0  | 
|  libibmad-dev  |  58.amzn0-1  |  61.0-1  | 
|  libibmad5  |  58.amzn0-1  |  61.0-1  | 
|  libibnetdisc-dev  |  58.amzn0-1  |  61.0-1  | 
|  libibnetdisc5  |  58.amzn0-1  |  61.0-1  | 
|  libibumad-dev  |  58.amzn0-1  |  61.0-1  | 
|  libibumad3  |  58.amzn0-1  |  61.0-1  | 
|  libibverbs-dev  |  58.amzn0-1  |  61.0-1  | 
|  libibverbs1  |  58.amzn0-1  |  61.0-1  | 
|  libnccl-ofi  |  1.16.3-1  |  1.18.0-1  | 
|  librdmacm-dev  |  58.amzn0-1  |  61.0-1  | 
|  librdmacm1  |  58.amzn0-1  |  61.0-1  | 
|  linux-aws  |  6.8.0-1050.53\~22.04.1  |  6.8.0-1051.54\~22.04.1  | 
|  linux-headers-aws  |  6.8.0-1050.53\~22.04.1  |  6.8.0-1051.54\~22.04.1  | 
|  linux-image-aws  |  6.8.0-1050.53\~22.04.1  |  6.8.0-1051.54\~22.04.1  | 
|  linux-libc-dev  |  5.15.0-173.183  |  5.15.0-174.184  | 
|  linux-tools-common  |  5.15.0-173.183  |  5.15.0-174.184  | 
|  llvmlite  |  0.46.0  |  0.47.0  | 
|  lshw  |  02.19.git.2021.06.19.996aaad9c7-2build1  |  02.19.git.2021.06.19.996aaad9c7-2ubuntu0.22.04.1  | 
|  marshmallow  |  4.2.3  |  4.2.4  | 
|  numba  |  0.64.0  |  0.65.0  | 
|  onnx  |  1.20.1  |  1.21.0  | 
|  openmpi50-aws  |  5.0.6  |  5.0.9  | 
|  pillow  |  12.1.1  |  12.2.0  | 
|  pollinate  |  4.33-3ubuntu2.1  |  4.33-3ubuntu2.3  | 
|  pybind11  |  3.0.2  |  3.0.3  | 
|  python-json-logger  |  4.0.0  |  4.1.0  | 
|  python3-jwt  |  2.3.0-1ubuntu0.2  |  2.3.0-1ubuntu0.3  | 
|  python3-pyasn1  |  0.4.8-1ubuntu0.1  |  0.4.8-1ubuntu0.2  | 
|  rdmacm-utils  |  58.amzn0-1  |  61.0-1  | 
|  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  | 
|  tzdata  |  2025.3  |  2026.1  | 
|  uvicorn  |  0.42.0  |  0.43.0  | 
|  xyzservices  |  2025.11.0  |  2026.3.0  | 

##### Paquetes eliminados
<a name="removed-package-info-gpupt27ossarm64-ul2204-2026-04-07"></a>


| Nombre del paquete | 
| --- | 
|  lustre-client-modules-6.8.0-1050-aws  |