ContainersNVIDIADeepSeek-R1NVIDIALlama-3.1-Nemotron-70B-InstructNVIDIAPyTorch
CollectionsNVIDIAOmniverse Kit (FB)NVIDIADeepStream SDKNVIDIAOmniverse Kit App Streaming
ModelsNVIDIAStyleGAN3 pretrained modelsNVIDIAPeopleNetNVIDIATrafficCamNet
ResourcesNVIDIAKit SDK - Windows (PB25h1)NVIDIAKit SDK - Linux (PB25h1)NVIDIARiva Skills Quick Start
Helm ChartsNVIDIAGPU OperatorNVIDIANVIDIA NIM Operator
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.

NVIDIA AI Enterprise Supported
LayerLabelCreated
9f9c6117842323eb138fd3d9e31540e0adad3ae1735dc417c4047237a4d46884CONFIG
Entrypoint /opt/nvidia/nvidia_entrypoint.sh
06/12/2025 7:17 AM UTC
eb337d63700772a60c13234d4d45805fed3ea7701c2a5f0041323922de6d8702RUN
export DEVEL=1 BASE=0 &&
  /nvidia/build-scripts/installNCU.sh &&
  /nvidia/build-scripts/installCUDA.sh &&
  /nvidia/build-scripts/installLIBS.sh &&
  if [ ! -f /etc/ld.so.conf.d/nvidia-tegra.conf ]; then /nvidia/build-scripts/installNCCL.sh; fi &&
  /nvidia/build-scripts/installCUDNN.sh &&
  /nvidia/build-scripts/installTRT.sh &&
  /nvidia/build-scripts/installNSYS.sh &&
  /nvidia/build-scripts/installCUSPARSELT.sh &&
  if [ -f "/tmp/cuda-${_CUDA_VERSION_MAJMIN}.patch" ]; then patch -p0 < /tmp/cuda-${_CUDA_VERSION_MAJMIN}.patch; fi &&
  rm -f /tmp/cuda-*.patch
06/12/2025 7:17 AM UTC
bf013b44ebc69424b20e110508d3265a2c3f801b8aaa80b9990efef37450aac3COPY
cuda-*.patch /tmp
06/12/2025 7:02 AM UTC
a900f93a79d87cc58140bf51c941b414081e6ff0e05f770ab93822f5e87db039RUN
export DEBIAN_FRONTEND=noninteractive &&
  apt-get update &&
  apt-get install -y --no-install-recommends build-essential git libglib2.0-0 less libhwloc15 libnl-route-3-200 libnl-3-dev libnl-route-3-dev libnuma-dev libnuma1 libpmi2-0-dev nano numactl openssh-client vim wget &&
  rm -rf /var/lib/apt/lists/*
06/12/2025 7:02 AM UTC
0c8bdef9c7759a6331400a6a566fe743cdebfaab38cd3526ef7f5b066f736209LABEL
com.nvidia.nccl.version=2.27.3 com.nvidia.cublas.version=12.9.1.4 com.nvidia.cufft.version=11.4.1.4 com.nvidia.curand.version=10.3.10.19 com.nvidia.cusparse.version=12.5.10.65 com.nvidia.cusparselt.version=0.7.1.0 com.nvidia.cusolver.version=11.7.5.82 com.nvidia.npp.version=12.4.1.87 com.nvidia.nvjpeg.version=12.4.0.76 com.nvidia.cublasmp.version=0.4.0.789 com.nvidia.cal.version=0.4.4.50 com.nvidia.cudnn.version=9.10.2.21 com.nvidia.tensorrt.version=10.11.0.33 com.nvidia.tensorrtoss.version= com.nvidia.nsightsystems.version=2025.3.1.90 com.nvidia.nsightcompute.version=2025.2.1.3
06/12/2025 6:57 AM UTC
24551432a1f0574fa4f80c3989d96f2289290df854f88fb216c3495d28c42c0eRUN
/nvidia/build-scripts/installLIBS.sh &&
  /nvidia/build-scripts/installCUDNN.sh &&
  /nvidia/build-scripts/installTRT.sh &&
  /nvidia/build-scripts/installNSYS.sh &&
  /nvidia/build-scripts/installNCU.sh &&
  /nvidia/build-scripts/installCUSPARSELT.sh &&
  if [ -z "${JETPACK_HOST_MOUNTS}" ]; then /nvidia/build-scripts/installNCCL.sh; fi;
06/12/2025 6:57 AM UTC
40050f5aa55a0d17586023d1fc0f1cd8cd73dcf0a0e877c719ace6e273fe681dRUN
/nvidia/build-scripts/installCUDA.sh
06/12/2025 6:56 AM UTC
dc978175778b1a85698bc1b7c4ce459c46e1d48417a380eb0cf2108f37627e9dRUN
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 &&
  rm -rf /var/lib/apt/lists/*
06/12/2025 6:55 AM UTC
a7720ad944c3c0af2b8a985e344fdf2a1794fb994aea99fa03b5d0395fb997b0RUN
JETPACK_HOST_MOUNTS= GDRCOPY_VERSION=2.4.4 HPCX_VERSION=2.23 RDMACORE_VERSION=50.0 MOFED_VERSION=5.4-rdmacore50.0 OPENUCX_VERSION=1.19.0 OPENMPI_VERSION=4.1.7 EFA_VERSION=1.38.1 AWS_OFI_NCCL_VERSION=1.14.0 TARGETARCH=amd64 CUDA_VERSION=12.9.1.010 CUDA_DRIVER_VERSION=575.57.08 NCCL_VERSION=2.27.3 CUBLAS_VERSION=12.9.1.4 CUFFT_VERSION=11.4.1.4 CURAND_VERSION=10.3.10.19 CUSPARSE_VERSION=12.5.10.65 CUSOLVER_VERSION=11.7.5.82 NPP_VERSION=12.4.1.87 NVJPEG_VERSION=12.4.0.76 CUFILE_VERSION=1.14.1.1 NVJITLINK_VERSION=12.9.86 CUBLASMP_VERSION=0.4.0.789 CAL_VERSION=0.4.4.50 NVSHMEM_VERSION=3.2.5 CUDNN_VERSION=9.10.2.21 CUDNN_FRONTEND_VERSION=1.12.0 TRT_VERSION=10.11.0.33 TRTOSS_VERSION= NSIGHT_SYSTEMS_VERSION=2025.3.1.90 NSIGHT_COMPUTE_VERSION=2025.2.1.3 CUSPARSELT_VERSION=0.7.1.0 DALI_VERSION=1.50.0 DALI_BUILD= DALI_URL_SUFFIX=120 POLYGRAPHY_VERSION=0.49.20 TRANSFORMER_ENGINE_VERSION=2.4 MODEL_OPT_VERSION=0.29.0 CUDA_ARCH_LIST=7.5 8.0 8.6 9.0 10.0 12.0 NVRX_VERSION=0.4.0 _LIBPATH_SUFFIX= mkdir -p /workspace &&
  cp -f -p /opt/nvidia/entrypoint.d/30-container-license.txt /workspace/license.txt
06/12/2025 6:55 AM UTC
6320bd9fdff22f25b1e5ca41db52a3ee9fcd99e61ad016f151f15b1f81c23bd5ENTRYPOINT
/opt/nvidia/nvidia_entrypoint.sh
06/12/2025 6:55 AM 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.