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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:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
    com.nvidia.nccl.version=2.30.7 com.nvidia.cublas.version=13.6.0.2 com.nvidia.cufft.version=12.3.0.29 com.nvidia.curand.version=10.4.3.29 com.nvidia.cusparse.version=12.8.2.51 com.nvidia.cusparselt.version=0.9.1.1 com.nvidia.cusolver.version=12.2.6.9 com.nvidia.npp.version=13.1.2.81 com.nvidia.nvjpeg.version=13.2.1.68 com.nvidia.cudnn.version=9.24.0.43
    07/25/2026 1:32 AM UTC
    sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1RUN
    ENABLE_MITMPROXY=0 ENABLE_FIPS=0 CUDA_COMPONENT_LIST=crt nvrtc driver-dev culibos-dev cudart cudart-dev nvcc tileiras VERSION_LIST=CURAND_VERSION CUBLAS_VERSION CUFILE_VERSION /bin/bash -c /tmp/manage_cert.sh uninstall
    07/25/2026 1:32 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    LIBRARY_PATH=/usr/local/cuda/lib64/stubs:
    07/25/2026 1:32 AM UTC
    sha256:8682a11b36f01845d39a19e6b9c401065f2004f9fecc558fea8169d3bf717f53RUN
    RUN |4 ENABLE_MITMPROXY=0 ENABLE_FIPS=0 CUDA_COMPONENT_LIST=crt nvrtc driver-dev culibos-dev cudart cudart-dev nvcc tileiras VERSION_LIST=CURAND_VERSION CUBLAS_VERSION CUFILE_VERSION /bin/bash -c set -exo pipefail export ARTIFACTORY_USER=$(cat /run/secrets/ARTIFACTORY_USER) export ARTIFACTORY_TOKEN=$(cat /run/secrets/ARTIFACTORY_TOKEN) VERSION_LIST="${VERSION_LIST}" /nvidia/build-scripts/installLIBS.sh # Hack to grab stubs from the libs stage and put them under /usr/local/cuda/lib64 without actually installing the libs HACK_LIST="cusparse cusolver cufft nvJitLink" for lib in ${HACK_LIST}; do _LIB_VERSION_ENV_VAR="${lib^^}_VERSION" _LIB_MAJOR_VERSION=$(echo "${!_LIB_VERSION_ENV_VAR}" | cut -d. -f1) if [[ -z "${_LIB_MAJOR_VERSION}" ]]; then echo "[ERROR] ${_LIB_VERSION_ENV_VAR} is not set" exit 1 fi for _stub in $(ls /tmp/stubs/*${lib}*); do cp ${_stub} /usr/local/cuda/lib64/$(basename ${_stub}).${_LIB_MAJOR_VERSION} # Create a symlink to the file with .0 extension ln -sf $(basename ${_stub}).${_LIB_MAJOR_VERSION} /usr/local/cuda/lib64/$(basename ${_stub}).0 done done ( set +x; echo "[INFO] /usr/local/cuda/lib64 after hack:"; ls -larth /usr/local/cuda/lib64/ ) /nvidia/build-scripts/installCUDNN.sh /nvidia/build-scripts/installCUSPARSELT.sh NOBUILDER=1 /nvidia/build-scripts/installTRT.sh /nvidia/build-scripts/installNCCL.sh DPKG_DIVERT=1 /nvidia/build-scripts/installNVSHMEM.sh ls /usr/local/cuda/lib64/libnvshmem_host.so* ||
      { echo "[ERROR] libnvshmem_host.so* not found under /usr/local/cuda/lib64"; exit 1; } # buildkit
    07/25/2026 1:32 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    VERSION_LIST=CURAND_VERSION CUBLAS_VERSION CUFILE_VERSION
    07/25/2026 1:29 AM UTC
    sha256:8fb9533217fc91f87aab0928da1fade112005950985d63d21f56e32d4ed71a47RUN
    RUN |3 ENABLE_MITMPROXY=0 ENABLE_FIPS=0 CUDA_COMPONENT_LIST=crt nvrtc driver-dev culibos-dev cudart cudart-dev nvcc tileiras /bin/bash -c set -exo pipefail export ARTIFACTORY_USER=$(cat /run/secrets/ARTIFACTORY_USER) export ARTIFACTORY_TOKEN=$(cat /run/secrets/ARTIFACTORY_TOKEN) # We need CCCL first since cuda-cudart-dev depends on it DEVEL=0 BASE=1 VERSION_LIST="CCCL_VERSION" /nvidia/build-scripts/installLIBS.sh COMPONENT_LIST="${CUDA_COMPONENT_LIST}" /nvidia/build-scripts/installCUDA.sh # buildkit
    07/25/2026 1:29 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    CUDA_COMPONENT_LIST=crt nvrtc driver-dev culibos-dev cudart cudart-dev nvcc tileiras
    07/25/2026 1:29 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    CUDA_COMPONENT_LIST=crt nvrtc driver-dev culibos-dev cudart cudart-dev nvcc tileiras
    07/25/2026 1:29 AM UTC
    sha256:aabb6ec2b2bc2ffcdb69821b9697394b1bbe71dd7c34f479c9e39aa910abf0a9RUN
    ENABLE_MITMPROXY=0 ENABLE_FIPS=0 /bin/bash -c 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 git libglib2.0-0 libhwloc15 libnuma-dev libnuma1 libpmi2-0-dev numactl openssh-client vim-tiny wget &&
      rm -rf /var/lib/apt/lists/* &&
      if [ "${ENABLE_FIPS}" = "1" ]; then apt-get remove -y openssh-client &&
      cp -f -p /tmp/ubuntu.sources.fips /etc/apt/sources.list.d/ubuntu.sources &&
      apt-get update &&
      apt-get install -y --no-install-recommends openssh-client &&
      rm -rf /var/lib/apt/lists/*; fi &&
      ( [ -x /bin/ssh-agent ] &&
      chgrp root /bin/ssh-agent ||
      true ) &&
      ( [ -x /usr/bin/ssh-agent ] &&
      chgrp root /usr/bin/ssh-agent ||
      true )
    07/25/2026 1:29 AM UTC
    sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1RUN
    ENABLE_MITMPROXY=0 ENABLE_FIPS=0 /bin/bash -c /tmp/manage_cert.sh install
    07/25/2026 1:29 AM UTC

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