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PyTorch

dhi.io/pytorch

PyTorch 2.11.x (dev)

CIS
linux/amd64
debian 13
Tags:

2.11-cuda12.8-cudnn9-debian-dev, 2.11-cuda12.8-cudnn9-debian13-dev, 2.11-cuda12.8-cudnn9-dev, 2.11.0-cuda12.8-cudnn9-debian-dev, 2.11.0-cuda12.8-cudnn9-debian13-dev, 2.11.0-cuda12.8-cudnn9-dev

Index digest:

sha256:37127589c2250623141d4d535ef65c94e699ac84320f972ce04bbf5606c2928e

Manifest digest:

sha256:ae156015a67ef0f60e4d5b722b027fd269c3fa01d08ec44ad8e6d8df7c2133a9

Size

5.50 GB

Last pushed

1 hour ago

Vulnerabilities

0
0
3
3
0

Support

Active

Source & Build Information

Dockerfile link

https://github.com/docker-hardened-images/definitions/blob/6ecd386de59a9c91471e883c0ef161ef7c922fdd/.build/image/pytorch/debian-13/2-cuda12.8-dev.yaml


Git commit

https://github.com/docker-hardened-images/definitions/commit/6ecd386de59a9c91471e883c0ef161ef7c922fdd


Dockerfile

# syntax=dhi/build:2-debian13

# DO NOT EDIT THIS FILE MANUALLY
# generated with 'dhi def merge image/pytorch/debian-13/2-cuda12.8-dev.yaml'

name: PyTorch 2.11.x (dev)
image: dhi/pytorch
variant: dev
tags:
    - 2.11-cuda12.8-cudnn9-dev
    - 2.11.0-cuda12.8-cudnn9-dev
    - 2.11-cuda12.8-cudnn9-debian-dev
    - 2.11-cuda12.8-cudnn9-debian13-dev
    - 2.11.0-cuda12.8-cudnn9-debian-dev
    - 2.11.0-cuda12.8-cudnn9-debian13-dev

Build parameters

-


Entrypoint

-


CMD

python3


User

0


Working directory

/workspace


Environment variables

CUDA_VERSION=12.8.1
DEBIAN_FRONTEND=noninteractive
LD_LIBRARY_PATH=/usr/local/nvidia/lib:/usr/local/nvidia/lib64
LIBRARY_PATH=/usr/local/cuda/lib64/stubs
NCCL_VERSION=2.25.1-1
NVARCH=${target.arch}
NVIDIA_CTK_LIBCUDA_DIR=/usr/lib/${target.arch}-linux-gnu
NVIDIA_DRIVER_CAPABILITIES=compute,utility
NVIDIA_PRODUCT_NAME=CUDA
NVIDIA_REQUIRE_CUDA=cuda>=12.8 brand=unknown,driver>=470,driver<471 brand=grid,driver>=470,driver<471 brand=tesla,driver>=470,driver<471 brand=nvidia,driver>=470,driver<471 brand=quadro,driver>=470,driver<471 brand=quadrortx,driver>=470,driver<471 brand=nvidiartx,driver>=470,driver<471 brand=vapps,driver>=470,driver<471 brand=vpc,driver>=470,driver<471 brand=vcs,driver>=470,driver<471 brand=vws,driver>=470,driver<471 brand=cloudgaming,driver>=470,driver<471 brand=unknown,driver>=535,driver<536 brand=grid,driver>=535,driver<536 brand=tesla,driver>=535,driver<536 brand=nvidia,driver>=535,driver<536 brand=quadro,driver>=535,driver<536 brand=quadrortx,driver>=535,driver<536 brand=nvidiartx,driver>=535,driver<536 brand=vapps,driver>=535,driver<536 brand=vpc,driver>=535,driver<536 brand=vcs,driver>=535,driver<536 brand=vws,driver>=535,driver<536 brand=cloudgaming,driver>=535,driver<536 brand=unknown,driver>=550,driver<551 brand=grid,driver>=550,driver<551 brand=tesla,driver>=550,driver<551 brand=nvidia,driver>=550,driver<551 brand=quadro,driver>=550,driver<551 brand=quadrortx,driver>=550,driver<551 brand=nvidiartx,driver>=550,driver<551 brand=vapps,driver>=550,driver<551 brand=vpc,driver>=550,driver<551 brand=vcs,driver>=550,driver<551 brand=vws,driver>=550,driver<551 brand=cloudgaming,driver>=550,driver<551 brand=unknown,driver>=560,driver<561 brand=grid,driver>=560,driver<561 brand=tesla,driver>=560,driver<561 brand=nvidia,driver>=560,driver<561 brand=quadro,driver>=560,driver<561 brand=quadrortx,driver>=560,driver<561 brand=nvidiartx,driver>=560,driver<561 brand=vapps,driver>=560,driver<561 brand=vpc,driver>=560,driver<561 brand=vcs,driver>=560,driver<561 brand=vws,driver>=560,driver<561 brand=cloudgaming,driver>=560,driver<561 brand=unknown,driver>=565,driver<566 brand=grid,driver>=565,driver<566 brand=tesla,driver>=565,driver<566 brand=nvidia,driver>=565,driver<566 brand=quadro,driver>=565,driver<566 brand=quadrortx,driver>=565,driver<566 brand=nvidiartx,driver>=565,driver<566 brand=vapps,driver>=565,driver<566 brand=vpc,driver>=565,driver<566 brand=vcs,driver>=565,driver<566 brand=vws,driver>=565,driver<566 brand=cloudgaming,driver>=565,driver<566
NVIDIA_VISIBLE_DEVICES=all
NV_CUDA_CUDART_DEV_VERSION=12.8.90-1
NV_CUDA_CUDART_VERSION=12.8.90-1
NV_CUDA_LIB_VERSION=12.8.1-1
NV_CUDA_NSIGHT_COMPUTE_DEV_PACKAGE=cuda-nsight-compute-12-8=12.8.1-1
NV_CUDA_NSIGHT_COMPUTE_VERSION=12.8.1-1
NV_CUDNN_PACKAGE=libcudnn9-cuda-12=9.8.0.87-1
NV_CUDNN_PACKAGE_DEV=libcudnn9-dev-cuda-12=9.8.0.87-1
NV_CUDNN_PACKAGE_NAME=libcudnn9-cuda-12
NV_CUDNN_VERSION=9.8.0.87-1
NV_LIBCUBLAS_DEV_PACKAGE=libcublas-dev-12-8=12.8.4.1-1
NV_LIBCUBLAS_DEV_PACKAGE_NAME=libcublas-dev-12-8
NV_LIBCUBLAS_DEV_VERSION=12.8.4.1-1
NV_LIBCUBLAS_PACKAGE=libcublas-12-8=12.8.4.1-1
NV_LIBCUBLAS_PACKAGE_NAME=libcublas-12-8
NV_LIBCUBLAS_VERSION=12.8.4.1-1
NV_LIBCUSPARSE_DEV_VERSION=12.5.8.93-1
NV_LIBCUSPARSE_VERSION=12.5.8.93-1
NV_LIBNCCL_DEV_PACKAGE=libnccl-dev=2.25.1-1+cuda12.8
NV_LIBNCCL_DEV_PACKAGE_NAME=libnccl-dev
NV_LIBNCCL_DEV_PACKAGE_VERSION=2.25.1-1
NV_LIBNCCL_PACKAGE=libnccl2=2.25.1-1+cuda12.8
NV_LIBNCCL_PACKAGE_NAME=libnccl2
NV_LIBNCCL_PACKAGE_VERSION=2.25.1-1
NV_LIBNPP_DEV_PACKAGE=libnpp-dev-12-8=12.3.3.100-1
NV_LIBNPP_DEV_VERSION=12.3.3.100-1
NV_LIBNPP_PACKAGE=libnpp-12-8=12.3.3.100-1
NV_LIBNPP_VERSION=12.3.3.100-1
NV_NVML_DEV_VERSION=12.8.90-1
NV_NVPROF_DEV_PACKAGE=cuda-nvprof-12-8=12.8.90-1
NV_NVPROF_VERSION=12.8.90-1
NV_NVTX_VERSION=12.8.90-1
PATH=/usr/local/sbin:/usr/sbin:/sbin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/bin:/usr/bin:/bin:/opt/python/bin
PYTORCH_VERSION=$VERSION

Ports

-


Labels

com.docker.dhi.chain-id

sha256:9705abc900f08dc24ce88c9a5e5bfb9724dde615dfde3c2d4ab8a4a7714edb90


com.docker.dhi.compliance

cis


com.docker.dhi.created

2026-09-18T14:51:57Z


com.docker.dhi.definition

image/pytorch/debian-13/2-cuda12.8-dev


com.docker.dhi.distro

debian-13


com.docker.dhi.entitlement

public


com.docker.dhi.flavor


com.docker.dhi.name

dhi/pytorch


com.docker.dhi.package-manager

apt


com.docker.dhi.shell

bash


com.docker.dhi.title

PyTorch 2.11.x (dev)


com.docker.dhi.url

https://dhi.io/catalog/pytorch


com.docker.dhi.variant

dev


com.docker.dhi.version

2.11.0-cuda12.8-cudnn9-debian13-dev