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NVIDIA
CUDA Deep Learning
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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
    sha256:78469b8e799600f379d4dd82c0895aea774066466c843faed308418a46a5e710RUN
    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 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
    11/14/2024 10:32 PM UTC
    sha256:dea36b5dfba255ed3cf02d22f4d0fc6b1207e1a4457244a95bef403037426c2bCOPY
    /opt/amazon/aws-ofi-nccl /opt/amazon/aws-ofi-nccl
    11/14/2024 10:32 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    LIBRARY_PATH=/usr/local/cuda/lib64/stubs:
    11/14/2024 10:31 PM UTC
    sha256:ec5ecf2c28a15efb7b43f80bdf50b984087cf37789a878d31c35ab7796f7bf3fRUN
    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
    11/14/2024 10:31 PM UTC
    sha256:1726e19e2e350b2e76bd94c8cfc7040a8eca87823159e3dda648970c28cb3edaCOPY
    cuda-*.patch /tmp
    11/14/2024 10:28 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    OMPI_MCA_coll_hcoll_enable=0
    11/14/2024 10:28 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    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
    11/14/2024 10:28 PM UTC
    sha256:7a5924263b7eae56905dc95bb752e03b5b98e9417a91d1c2442496cf2740515eRUN
    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
    11/14/2024 10:28 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    TARGETARCH=amd64
    11/14/2024 10:28 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    GDRCOPY_VERSION=2.4.1 HPCX_VERSION=2.21 MOFED_VERSION=5.4-rdmacore39.0 OPENUCX_VERSION=1.18.0 OPENMPI_VERSION=4.1.7 RDMACORE_VERSION=39.0 EFA_VERSION=1.34.0 AWS_OFI_NCCL_VERSION=1.12.1
    11/14/2024 10:28 PM UTC