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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
d90984a9cbdb9f79ba5083b8ed55ce973856ef4d091f276acb79b09c8f52ebd8CONFIG
Entrypoint /opt/nvidia/nvidia_entrypoint.sh
03/10/2025 9:06 PM UTC
16e518cb73c5a61a2f2461dd06c80f0ed339964938d61fca9275a9afcb4ac2b5COPY
/opt/amazon/aws-ofi-nccl /opt/amazon/aws-ofi-nccl
03/10/2025 9:06 PM UTC
6ccb9baa46fb431a189a140d004ddecaa18bb461f5b0671a721f0470a2bfc16fENV
LIBRARY_PATH=/usr/local/cuda/lib64/stubs:
03/10/2025 9:06 PM UTC
a3e61a2a1861e3fd177efcdde863e7dfb78c3e08e5a97045d5c922e1ea5d5414RUN
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
03/10/2025 9:06 PM UTC
aeb47faa20ec438c80097ae6dc9586af953e3d98b29c5fc8e5deed712cfdc7a2COPY
cuda-*.patch /tmp
03/10/2025 9:03 PM UTC
55178896e21f9ddae642dacbc9cce8ddc270a854a971fa43c0fa544177c4afa0RUN
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/*
03/10/2025 9:03 PM UTC
6de5cca166df0d96ae51e096df3873ce620fba296a9eeb3dfa9d62d6c4eb58f6RUN
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=1.34.0 AWS_OFI_NCCL_VERSION=1.12.1 TARGETARCH=amd64 CUDA_VERSION=12.8.1.012 CUDA_DRIVER_VERSION=570.124.06 NCCL_VERSION=2.25.1 CUBLAS_VERSION=12.8.4.1 CUFFT_VERSION=11.3.3.83 CURAND_VERSION=10.3.9.90 CUSPARSE_VERSION=12.5.8.93 CUSOLVER_VERSION=11.7.3.90 NPP_VERSION=12.3.3.100 NVJPEG_VERSION=12.3.5.92 CUFILE_VERSION=1.13.1.3 NVJITLINK_VERSION=12.8.93 CUBLASMP_VERSION=0.4.0.789 CAL_VERSION=0.4.4.50 NVSHMEM_VERSION=3.2.5 CUDNN_VERSION=9.8.0.87 CUDNN_FRONTEND_VERSION=1.10.0 TRT_VERSION=10.9.0.34 TRTOSS_VERSION= NSIGHT_SYSTEMS_VERSION=2025.1.1.110 NSIGHT_COMPUTE_VERSION=2025.1.1.2 CUSPARSELT_VERSION=0.7.1.0 DALI_VERSION=1.47.0 DALI_BUILD= DALI_URL_SUFFIX=120 POLYGRAPHY_VERSION=0.49.18 TRANSFORMER_ENGINE_VERSION=2.1 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
03/10/2025 8:54 PM UTC
e9963f61a21db860eddc537d0856b76d9058939f5861f0434e9c30e0c8f11847ENTRYPOINT
/opt/nvidia/nvidia_entrypoint.sh
03/10/2025 8:54 PM UTC
be7452160016b1275e511b8d3a70e09b61e3ff97c8f68bf2215ef3085ee96a86ENV
NVIDIA_PRODUCT_NAME=CUDA
03/10/2025 8:54 PM UTC
e56e8e226dfb551632d8ddf9757217e9103d9bcc69fc04430fb80fa49c3ef729COPY
entrypoint/ /opt/nvidia/
03/10/2025 8:54 PM UTC
...