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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
2d56393fd23ab122085fefd21423429e607604242e3223f75b6a5226b0375580CONFIG
Entrypoint /opt/nvidia/nvidia_entrypoint.sh
04/15/2025 4:59 PM UTC
40478cd5e3a4a89622274dbd7ccf480253a93d450b8c4253c5c13e571dff8136RUN
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
04/15/2025 4:59 PM UTC
e3e42a898ae44014a596e2be383a8ce10c7db863511ba676e77c50a2d1469178COPY
cuda-*.patch /tmp
04/15/2025 4:56 PM UTC
7d475b1860c5b6abb9dc5e42ae0811f7c11b2f4c1a7fd32c12b20e8e6de5f67fRUN
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/*
04/15/2025 4:56 PM UTC
da064ae16ee5f22d6f16df57cef77df52669bf0ff0f22ee8481a093e3525f7ddRUN
JETPACK_HOST_MOUNTS= GDRCOPY_VERSION=2.4.1 HPCX_VERSION=2.22.1 RDMACORE_VERSION=50.0 MOFED_VERSION=5.4-rdmacore50.0 OPENUCX_VERSION=1.18.0 OPENMPI_VERSION=4.1.7 EFA_VERSION=1.38.1 AWS_OFI_NCCL_VERSION=1.14.0 TARGETARCH=amd64 CUDA_VERSION=12.9.0.036 CUDA_DRIVER_VERSION=575.51.02 NCCL_VERSION=2.26.3 CUBLAS_VERSION=12.9.0.2 CUFFT_VERSION=11.4.0.6 CURAND_VERSION=10.3.10.19 CUSPARSE_VERSION=12.5.9.5 CUSOLVER_VERSION=11.7.4.40 NPP_VERSION=12.4.0.27 NVJPEG_VERSION=12.4.0.16 CUFILE_VERSION=1.14.0.30 NVJITLINK_VERSION=12.9.41 CUBLASMP_VERSION=0.4.0.789 CAL_VERSION=0.4.4.50 NVSHMEM_VERSION=3.2.5 CUDNN_VERSION=9.9.0.52 CUDNN_FRONTEND_VERSION=1.11.0 TRT_VERSION=10.9.0.34+cuda12.8 TRTOSS_VERSION= NSIGHT_SYSTEMS_VERSION=2025.2.1.130 NSIGHT_COMPUTE_VERSION=2025.2.0.11 CUSPARSELT_VERSION=0.7.1.0 DALI_VERSION=1.48.0 DALI_BUILD= DALI_URL_SUFFIX=120 POLYGRAPHY_VERSION=0.49.20 TRANSFORMER_ENGINE_VERSION=2.2 MODEL_OPT_VERSION=0.25.0 _LIBPATH_SUFFIX= mkdir -p /workspace &&
  cp -f -p /opt/nvidia/entrypoint.d/30-container-license.txt /workspace/license.txt
04/15/2025 4:49 PM UTC
e4f00dc2a4ab622c0c9b59ddf21780ad007f341f933b93ddbebf26b7c4c04e51ENTRYPOINT
/opt/nvidia/nvidia_entrypoint.sh
04/15/2025 4:49 PM UTC
56023a2b75ad769bcef04b7e4de5f33d1211aca765e08d494fa819260ebe102eENV
NVIDIA_PRODUCT_NAME=CUDA
04/15/2025 4:49 PM UTC
6ef74257fde7a7782de42c02311675b1ce8f37b66ac329e99104238d9b41522eCOPY
entrypoint/ /opt/nvidia/
04/15/2025 4:49 PM UTC
9cc0edf119a4f619433242a18ab13a7ab3c557f3d8b7ee3b5d0171bb461008baRUN
JETPACK_HOST_MOUNTS= GDRCOPY_VERSION=2.4.1 HPCX_VERSION=2.22.1 RDMACORE_VERSION=50.0 MOFED_VERSION=5.4-rdmacore50.0 OPENUCX_VERSION=1.18.0 OPENMPI_VERSION=4.1.7 EFA_VERSION=1.38.1 AWS_OFI_NCCL_VERSION=1.14.0 TARGETARCH=amd64 CUDA_VERSION=12.9.0.036 CUDA_DRIVER_VERSION=575.51.02 NCCL_VERSION=2.26.3 CUBLAS_VERSION=12.9.0.2 CUFFT_VERSION=11.4.0.6 CURAND_VERSION=10.3.10.19 CUSPARSE_VERSION=12.5.9.5 CUSOLVER_VERSION=11.7.4.40 NPP_VERSION=12.4.0.27 NVJPEG_VERSION=12.4.0.16 CUFILE_VERSION=1.14.0.30 NVJITLINK_VERSION=12.9.41 CUBLASMP_VERSION=0.4.0.789 CAL_VERSION=0.4.4.50 NVSHMEM_VERSION=3.2.5 CUDNN_VERSION=9.9.0.52 CUDNN_FRONTEND_VERSION=1.11.0 TRT_VERSION=10.9.0.34+cuda12.8 TRTOSS_VERSION= NSIGHT_SYSTEMS_VERSION=2025.2.1.130 NSIGHT_COMPUTE_VERSION=2025.2.0.11 CUSPARSELT_VERSION=0.7.1.0 DALI_VERSION=1.48.0 DALI_BUILD= DALI_URL_SUFFIX=120 POLYGRAPHY_VERSION=0.49.20 TRANSFORMER_ENGINE_VERSION=2.2 MODEL_OPT_VERSION=0.25.0 _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
04/15/2025 4:49 PM UTC
58a3a5b25dc0f70162b51f17e7bc1985b6fae247ef6544e508510424cef86a6aCOPY
/opt/amazon/aws-ofi-nccl /opt/amazon/aws-ofi-nccl
04/15/2025 4:49 PM UTC
...

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