Skip to main content
ContainersNVIDIADeepSeek-R1NVIDIALlama-3.1-Nemotron-70B-InstructNVIDIAPyTorch
CollectionsNVIDIAOmniverse Kit (FB)NVIDIADeepStream SDKNVIDIAOmniverse Kit App Streaming
ModelsNVIDIAStyleGAN3 pretrained modelsNVIDIAPeopleNetNVIDIATrafficCamNet
ResourcesNVIDIARiva Skills Quick Start
Helm ChartsNVIDIAGPU OperatorNVIDIANVIDIA NIM Operator
  • NVIDIA
    CUDA Deep Learning
    Container
    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=2.27.3 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
    sha256:d260da74816ae1ec63adc9f90044c2a2e96f143450997fecc0a98eafc3bc0de5RUN
    /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
    sha256:e21e46372e43c0c8ddd5593327607f990ed6c5ef7d9a81f4423e7b7a001edd69RUN
    /nvidia/build-scripts/installCUDA.sh
    		06/12/2025 6:56 AM UTC
    sha256:47d8c16719752ae1120048af33336b3f82a7b613898c85e6f3981ae8d640cad2RUN
    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
    sha256:fa8ec00ab1d43016e10ba67c230b6a2c742b4c93ba344147ea75250ffe465db9RUN
    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
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENTRYPOINT
    /opt/nvidia/nvidia_entrypoint.sh
    		06/12/2025 6:55 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    NVIDIA_PRODUCT_NAME=CUDA
    		06/12/2025 6:55 AM UTC
    sha256:3f893d6c81004ca97381c46df634bc2bbc054b5b63e9831a8fa85984b51ca89dCOPY
    entrypoint/ /opt/nvidia/
    		06/12/2025 6:55 AM UTC
    sha256:f1af243d1e830ae7d4d0c27b2a39f13ebbd20eb3a64fc9ded54aada16af15d56RUN
    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= if [ ! -f /etc/ld.so.conf.d/nvidia-tegra.conf ]; then echo "/opt/amazon/aws-ofi-nccl/lib" > /etc/ld.so.conf.d/aws-ofi-nccl.conf &&
  ldconfig; fi
    		06/12/2025 6:55 AM UTC
    sha256:1d7d94b9f382ff484bf5c356f41fae712f2fa9a777d5f0ffe52f6e90833372e0COPY
    /opt/amazon/aws-ofi-nccl /opt/amazon/aws-ofi-nccl
    		06/12/2025 6:55 AM UTC