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.

LayerLabelCreated
97d64a8a39b5bb7e42b17ef053d5ca7f1ba48c62d2a0ef43cbb9f1805e21819eCONFIG
Entrypoint /opt/nvidia/nvidia_entrypoint.sh
01/23/2025 3:25 AM UTC
1ec4fcc9cd556f1969b9199d3e20c5f99887536298ea6671df1ebb4ba17e12cdCOPY
/opt/amazon/aws-ofi-nccl /opt/amazon/aws-ofi-nccl
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ce4c6d787239b6011025f033ed3dd154481c125250d642bb5a7239ba84ac41b5ENV
LIBRARY_PATH=/usr/local/cuda/lib64/stubs:
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25b1a49d8fd8a91b58348b6991780d1040c8a09b018ac6b1c2e196772abbb865RUN
GDRCOPY_VERSION=2.4.1 HPCX_VERSION=2.21 RDMACORE_VERSION=39.0 MOFED_VERSION=5.4-rdmacore39.0 OPENUCX_VERSION=1.18.0 OPENMPI_VERSION=4.1.7 EFA_VERSION=1.34.0 AWS_OFI_NCCL_VERSION=1.12.1 TARGETARCH=amd64 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/installCUTENSOR.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
01/23/2025 3:25 AM UTC
8cd5e3f1772432c4810086c7d90532fa9dc78ec31e0a34fd6ae4e79d0a933fe0COPY
cuda-*.patch /tmp
01/23/2025 3:22 AM UTC
2a9dfaeb09bc1436235b50896625f4460af2ed8e4fdb8600f7453a6f27d1ac05ENV
NCCL_NVLS_ENABLE=0
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531628b026f71e1ee53667b156642ef8826122b17e29c31bb69b3133fee6ef21ENV
OMPI_MCA_coll_hcoll_enable=0
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a6212d14e7f7d83d6297ddd17e8eb0fb8e95efd7c8a3789c34bb29106d031ed8ENV
OPAL_PREFIX=/opt/hpcx/ompi PATH=/usr/local/mpi/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/local/ucx/bin:/opt/amazon/efa/bin
01/23/2025 3:22 AM UTC
9832c69b87325c38df66c9f776b5097f2b6ee947b9db12d9afc358c0c9700cf9RUN
GDRCOPY_VERSION=2.4.1 HPCX_VERSION=2.21 RDMACORE_VERSION=39.0 MOFED_VERSION=5.4-rdmacore39.0 OPENUCX_VERSION=1.18.0 OPENMPI_VERSION=4.1.7 EFA_VERSION=1.34.0 AWS_OFI_NCCL_VERSION=1.12.1 TARGETARCH=amd64 cd /nvidia &&
  ( export DEBIAN_FRONTEND=noninteractive &&
  apt-get update &&
  apt-get install -y --no-install-recommends libibverbs1 libibverbs-dev librdmacm1 librdmacm-dev libibumad3 libibumad-dev ibverbs-utils ibverbs-providers &&
  rm -rf /var/lib/apt/lists/* &&
  rm $(dpkg-query -L libibverbs-dev librdmacm-dev libibumad-dev | grep "\(\.so\|\.a\)$") ) &&
  ( cd opt/gdrcopy/ &&
  dpkg -i libgdrapi_*.deb ) &&
  ( cp -r opt/hpcx /opt/ &&
  cp etc/ld.so.conf.d/hpcx.conf /etc/ld.so.conf.d/ &&
  ln -sf /opt/hpcx/ompi /usr/local/mpi &&
  ln -sf /opt/hpcx/ucx /usr/local/ucx &&
  sed -i 's/^\(hwloc_base_binding_policy\) = core$/\1 = none/' /opt/hpcx/ompi/etc/openmpi-mca-params.conf &&
  sed -i 's/^\(btl = self\)$/#\1/' /opt/hpcx/ompi/etc/openmpi-mca-params.conf ) &&
  ( if [ ! -f /etc/ld.so.conf.d/nvidia-tegra.conf ]; then cd opt/amazon/efa/ &&
  dpkg -i libfabric*.deb &&
  rm /opt/amazon/efa/lib/libfabric.a &&
  echo "/opt/amazon/efa/lib" > /etc/ld.so.conf.d/efa.conf; fi ) &&
  ldconfig
01/23/2025 3:22 AM UTC
32c6fbb3d88feedb5108b7842214d30fa9161281f3d4b3f8511074b54fa23543ARG
TARGETARCH=amd64
01/23/2025 3:22 AM UTC
...