NVIDIA
NVIDIA
CUDA Deep Learning
Container
NVIDIA
NVIDIA
CUDA Deep Learning

CUDA is a parallel computing platform and programming model that enhances computing performance using NVIDIA GPUs. CUDA Deep Learning integrates networking and GPU-accelerated libraries like cuDNN, cuTensor, NCCL, HPC-x, and the CUDA Toolkit.

LayerLabelCreated
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
com.nvidia.nccl.version=2.30.4 com.nvidia.cublas.version=13.5.1.27 com.nvidia.cufft.version=12.3.0.29 com.nvidia.curand.version=10.4.3.29 com.nvidia.cusparse.version=12.8.1.7 com.nvidia.cusparselt.version=0.9.1.1 com.nvidia.cusolver.version=12.2.2.18 com.nvidia.npp.version=13.1.2.48 com.nvidia.nvjpeg.version=13.2.0.21 com.nvidia.cudnn.version=9.23.0.39
05/30/2026 6:14 PM UTC
sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1RUN
ENABLE_MITMPROXY=0 ENABLE_FIPS=0 CUDA_COMPONENT_LIST=crt nvrtc driver-dev culibos-dev cudart cudart-dev nvcc tileiras VERSION_LIST=CURAND_VERSION CUBLAS_VERSION CUFILE_VERSION /tmp/manage_cert.sh uninstall
05/30/2026 6:14 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
LIBRARY_PATH=/usr/local/cuda/lib64/stubs:
05/30/2026 6:14 PM UTC
sha256:38cee4e823e5cc9fd7ef02f4d50f84f07d7eeac7f43bcbb3f93da6742e501da8RUN
RUN |4 ENABLE_MITMPROXY=0 ENABLE_FIPS=0 CUDA_COMPONENT_LIST=crt nvrtc driver-dev culibos-dev cudart cudart-dev nvcc tileiras VERSION_LIST=CURAND_VERSION CUBLAS_VERSION CUFILE_VERSION /bin/sh -c set -exo pipefail export ARTIFACTORY_USER=$(cat /run/secrets/ARTIFACTORY_USER) export ARTIFACTORY_TOKEN=$(cat /run/secrets/ARTIFACTORY_TOKEN) VERSION_LIST="${VERSION_LIST}" /nvidia/build-scripts/installLIBS.sh # Hack to grab stubs from the libs stage and put them under /usr/local/cuda/lib64 without actually installing the libs HACK_LIST="cusparse cusolver cufft nvJitLink" for lib in ${HACK_LIST}; do _LIB_VERSION_ENV_VAR="${lib^^}_VERSION" _LIB_MAJOR_VERSION=$(echo "${!_LIB_VERSION_ENV_VAR}" | cut -d. -f1) if [[ -z "${_LIB_MAJOR_VERSION}" ]]; then echo "[ERROR] ${_LIB_VERSION_ENV_VAR} is not set" exit 1 fi for _stub in $(ls /tmp/stubs/*${lib}*); do cp ${_stub} /usr/local/cuda/lib64/$(basename ${_stub}).${_LIB_MAJOR_VERSION} # Create a symlink to the file with .0 extension ln -sf $(basename ${_stub}).${_LIB_MAJOR_VERSION} /usr/local/cuda/lib64/$(basename ${_stub}).0 done done ( set +x; echo "[INFO] /usr/local/cuda/lib64 after hack:"; ls -larth /usr/local/cuda/lib64/ ) /nvidia/build-scripts/installCUDNN.sh /nvidia/build-scripts/installCUSPARSELT.sh NOBUILDER=1 /nvidia/build-scripts/installTRT.sh /nvidia/build-scripts/installNCCL.sh DPKG_DIVERT=1 /nvidia/build-scripts/installNVSHMEM.sh ls /usr/local/cuda/lib64/libnvshmem_host.so* ||
  { echo "[ERROR] libnvshmem_host.so* not found under /usr/local/cuda/lib64"; exit 1; } # buildkit
05/30/2026 6:14 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
VERSION_LIST=CURAND_VERSION CUBLAS_VERSION CUFILE_VERSION
05/30/2026 6:12 PM UTC
sha256:3fd0e930ebc551f410cb7a69f5e766fc6e516a0f7737f3d6b0a103e45229b94aRUN
RUN |3 ENABLE_MITMPROXY=0 ENABLE_FIPS=0 CUDA_COMPONENT_LIST=crt nvrtc driver-dev culibos-dev cudart cudart-dev nvcc tileiras /bin/sh -c set -exo pipefail export ARTIFACTORY_USER=$(cat /run/secrets/ARTIFACTORY_USER) export ARTIFACTORY_TOKEN=$(cat /run/secrets/ARTIFACTORY_TOKEN) # We need CCCL first since cuda-cudart-dev depends on it DEVEL=0 BASE=1 VERSION_LIST="CCCL_VERSION" /nvidia/build-scripts/installLIBS.sh COMPONENT_LIST="${CUDA_COMPONENT_LIST}" /nvidia/build-scripts/installCUDA.sh # buildkit
05/30/2026 6:12 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
CUDA_COMPONENT_LIST=crt nvrtc driver-dev culibos-dev cudart cudart-dev nvcc tileiras
05/30/2026 6:12 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
CUDA_COMPONENT_LIST=crt nvrtc driver-dev culibos-dev cudart cudart-dev nvcc tileiras
05/30/2026 6:12 PM UTC
sha256:2894fd2ccc870a41e7a9ce7f7cf45ade6be558c61ec91b281ace838251c9cc0eRUN
ENABLE_MITMPROXY=0 ENABLE_FIPS=0 export DEBIAN_FRONTEND=noninteractive &&
  apt-get update &&
  apt-get install -y --no-install-recommends apt-utils build-essential libncurses6 libncursesw6 unzip jq gnupg libtcmalloc-minimal4 git libglib2.0-0 libhwloc15 libnuma-dev libnuma1 libpmi2-0-dev numactl openssh-client vim-tiny wget &&
  rm -rf /var/lib/apt/lists/* &&
  if [ "${ENABLE_FIPS}" = "1" ]; then apt-get remove -y openssh-client &&
  cp -f -p /tmp/ubuntu.sources.fips /etc/apt/sources.list.d/ubuntu.sources &&
  apt-get update &&
  apt-get install -y --no-install-recommends openssh-client &&
  rm -rf /var/lib/apt/lists/*; fi &&
  ( [ -x /bin/ssh-agent ] &&
  chgrp root /bin/ssh-agent ||
  true ) &&
  ( [ -x /usr/bin/ssh-agent ] &&
  chgrp root /usr/bin/ssh-agent ||
  true )
05/30/2026 6:12 PM UTC
sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1RUN
ENABLE_MITMPROXY=0 ENABLE_FIPS=0 /tmp/manage_cert.sh install
05/30/2026 6:12 PM UTC

NVIDIA uses cookies to improve your experience on our web site. We and our third-party partners also use cookies and other tools to collect and record information you provide as well as information about your interactions with our websites for performance improvement, analytics, and to assist in marketing efforts. By clicking "Accept All", you consent to our use of cookies and other tools as described in our Cookie Policy. You can manage your cookie settings by clicking on "Manage Settings." By continuing to use this site or by clicking one of the buttons below, you agree to our Terms of Service (which contains important waivers). Please see our Privacy Policy for more information on our privacy practices.