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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
3454e02666bf6a3dafeee5e2cfc8955fd4cbc58d84acd54a24c19d7e0b8df2aeCONFIG
Entrypoint /opt/nvidia/nvidia_entrypoint.sh
05/15/2025 1:01 AM UTC
050307cad408058fe9ca066a7afb55bbaadb5d15ca16e60c7dca3695fd59f16aRUN
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
05/15/2025 1:01 AM UTC
edaddbf733f4cedd79a6bdd7c4bec6ec38f03c0341146138bac4b0714458d3c4COPY
cuda-*.patch /tmp
05/15/2025 12:58 AM UTC
74a1573ab7b98bd0e3a18e1486d2c8776b471a98a8425a79789904065ce27397RUN
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/*
05/15/2025 12:58 AM UTC
e488c5990b95cd25f7282377cb700efc8f07c7ea1e7186f566c59d91ef540d6fLABEL
com.nvidia.nccl.version=2.26.5 com.nvidia.cublas.version=12.9.0.13 com.nvidia.cufft.version=11.4.0.6 com.nvidia.curand.version=10.3.10.19 com.nvidia.cusparse.version=12.5.9.5 com.nvidia.cusparselt.version=0.7.1.0 com.nvidia.cusolver.version=11.7.4.40 com.nvidia.npp.version=12.4.0.27 com.nvidia.nvjpeg.version=12.4.0.16 com.nvidia.cublasmp.version=0.4.0.789 com.nvidia.cal.version=0.4.4.50 com.nvidia.cudnn.version=9.10.1.4 com.nvidia.tensorrt.version=10.10.0.31 com.nvidia.tensorrtoss.version= com.nvidia.nsightsystems.version=2025.3.1.90 com.nvidia.nsightcompute.version=2025.2.0.11
05/15/2025 12:37 AM UTC
7497994e7d3f16e43e008c2556dd3983ed60dd3479c6148a3a6f89a1530c7ed3RUN
/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;
05/15/2025 12:37 AM UTC
aea753dfe8945434ac8e25a251669fa48682d0192c88913fc3d3f84221461909RUN
/nvidia/build-scripts/installCUDA.sh
05/15/2025 12:36 AM UTC
184a106bab5901d3d0fb2530688075e4b1a5d2fa54b07cbd6360a129467efe5dRUN
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/*
05/15/2025 12:36 AM UTC
7005c2b637108be1b75abd1fff2a09f4ea43f5bcc14c30d5b8878fd8ee0e17cbRUN
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=12.9.0.043 CUDA_DRIVER_VERSION=575.51.03 NCCL_VERSION=2.26.5 CUBLAS_VERSION=12.9.0.13 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=9.10.1.4 CUDNN_FRONTEND_VERSION=1.11.0 TRT_VERSION=10.10.0.31 TRTOSS_VERSION= NSIGHT_SYSTEMS_VERSION=2025.3.1.90 NSIGHT_COMPUTE_VERSION=2025.2.0.11 CUSPARSELT_VERSION=0.7.1.0 DALI_VERSION=1.49.0 DALI_BUILD= DALI_URL_SUFFIX=120 POLYGRAPHY_VERSION=0.49.20 TRANSFORMER_ENGINE_VERSION=2.3 MODEL_OPT_VERSION=0.27.1 CUDA_ARCH_LIST=7.5 8.0 8.6 9.0 10.0 12.0 _LIBPATH_SUFFIX= mkdir -p /workspace &&
  cp -f -p /opt/nvidia/entrypoint.d/30-container-license.txt /workspace/license.txt
05/15/2025 12:23 AM UTC
807bd393d4c0ad747d97e8ad4a473db13be63c813682418139c58139f2ffff3bENTRYPOINT
/opt/nvidia/nvidia_entrypoint.sh
05/15/2025 12:23 AM UTC

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