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NVIDIA
NVIDIA MLPerf Inference
Container
NVIDIA
NVIDIA MLPerf Inference

MLPerf Inference containers are base containers for people interested in NVIDIA's MLPerf Inference submission results

  • LayerLabelCreated
    sha256:c1cf3b78ab1f47c4475d6dff1e9ae915675d2926d4b8d9c0269f4ef05dd6c8c3COPY
    NVIDIA_MLPerf_Evaluation_License /
    02/17/2023 10:18 PM UTC
    sha256:411290d7a0d3a53433f872cda433fe894c2de126061d0faa6db65eeaa866d83aRUN
    CUDNN_DEB_URL=https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/ rm /opt/nvidia/entrypoint.d/12-banner.sh /opt/nvidia/entrypoint.d/15-container-copyright.txt /opt/nvidia/entrypoint.d/30-container-license.txt /NGC-DL-CONTAINER-LICENSE
    02/17/2023 9:30 PM UTC
    sha256:e72f8d2278e335f31784602d96dfa1c3a07d9952e9c373535458bf36fe198a84RUN
    CUDNN_DEB_URL=https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/ ldconfig
    02/17/2023 9:30 PM UTC
    sha256:fb44ae3469141c270dc2a6f6162de35b959891c5f8376804a826f87a8ac15b49RUN
    CUDNN_DEB_URL=https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/ rm -rf /usr/local/lib/python3.8/dist-packages/tensorrt/ &&
      cd /tmp/trt &&
      install_deb_pkg() { dpkg -i $1; } &&
      install_deb_pkg libnvinfer${TRT_MAJOR_VER}_${TRT_VER}-1+cuda${CUDA_VER}_amd64.deb &&
      install_deb_pkg libnvinfer-headers-dev_${TRT_VER}-1+cuda${CUDA_VER}_amd64.deb &&
      install_deb_pkg libnvinfer-dev_${TRT_VER}-1+cuda${CUDA_VER}_amd64.deb &&
      install_deb_pkg libnvinfer-headers-plugin-dev_${TRT_VER}-1+cuda${CUDA_VER}_amd64.deb &&
      install_deb_pkg libnvinfer-lean${TRT_MAJOR_VER}_${TRT_VER}-1+cuda${CUDA_VER}_amd64.deb &&
      install_deb_pkg libnvinfer-lean-dev_${TRT_VER}-1+cuda${CUDA_VER}_amd64.deb &&
      install_deb_pkg libnvinfer-dispatch${TRT_MAJOR_VER}_${TRT_VER}-1+cuda${CUDA_VER}_amd64.deb &&
      install_deb_pkg libnvinfer-dispatch-dev_${TRT_VER}-1+cuda${CUDA_VER}_amd64.deb &&
      install_deb_pkg libnvinfer-plugin${TRT_MAJOR_VER}_${TRT_VER}-1+cuda${CUDA_VER}_amd64.deb &&
      install_deb_pkg libnvinfer-plugin-dev_${TRT_VER}-1+cuda${CUDA_VER}_amd64.deb &&
      install_deb_pkg libnvinfer-vc-plugin${TRT_MAJOR_VER}_${TRT_VER}-1+cuda${CUDA_VER}_amd64.deb &&
      install_deb_pkg libnvinfer-vc-plugin-dev_${TRT_VER}-1+cuda${CUDA_VER}_amd64.deb &&
      install_deb_pkg libnvparsers${TRT_MAJOR_VER}_${TRT_VER}-1+cuda${CUDA_VER}_amd64.deb &&
      install_deb_pkg libnvparsers-dev_${TRT_VER}-1+cuda${CUDA_VER}_amd64.deb &&
      install_deb_pkg libnvonnxparsers${TRT_MAJOR_VER}_${TRT_VER}-1+cuda${CUDA_VER}_amd64.deb &&
      install_deb_pkg libnvonnxparsers-dev_${TRT_VER}-1+cuda${CUDA_VER}_amd64.deb &&
      install_deb_pkg python3-libnvinfer_${TRT_VER}-1+cuda${CUDA_VER}_amd64.deb &&
      install_deb_pkg python3-libnvinfer-lean_${TRT_VER}-1+cuda${CUDA_VER}_amd64.deb &&
      install_deb_pkg python3-libnvinfer-dispatch_${TRT_VER}-1+cuda${CUDA_VER}_amd64.deb &&
      install_deb_pkg python3-libnvinfer-dev_${TRT_VER}-1+cuda${CUDA_VER}_amd64.deb &&
      install_deb_pkg libnvinfer-bin_${TRT_VER}-1+cuda${CUDA_VER}_amd64.deb &&
      unset -f install_deb_pkg;
    02/17/2023 9:30 PM UTC
    sha256:48446a69f8cfdd03f2bd4063ab79e257cc1d9bc7052fe395e8097f67d31c9be3RUN
    CUDNN_DEB_URL=https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/ cd /tmp &&
      install_deb_pkg() { wget $CUDNN_DEB_URL/$1 -O $1 &&
      dpkg -i $1 &&
      rm $1; } &&
      install_deb_pkg libcudnn8_8.8.0.121-1+cuda12.0_amd64.deb &&
      install_deb_pkg libcudnn8-dev_8.8.0.121-1+cuda12.0_amd64.deb &&
      unset -f install_deb_pkg;
    02/17/2023 9:29 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    CUDNN_DEB_URL=https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/
    02/17/2023 9:28 PM UTC
    sha256:248b630ded128d9a28bc45ac6673b16320dfefe1bc498730cd30a83d1f2c6af0RUN
    apt update &&
      apt install -y --no-install-recommends wget python3-dev python3-pip &&
      apt install --only-upgrade libksba8 &&
      apt install --only-upgrade libssl1.1 &&
      apt install --only-upgrade openssl &&
      rm -rf rm -rf /var/lib/apt/lists/*
    02/17/2023 9:28 PM UTC
    sha256:a583fc4e704fc0c76e543103827b3c2a226f30108afe435cb7b13751fdbc90a5RUN
    CUDA_VER=12.0 TRT_DEB_URL=http://cuda-repo/release-candidates/Libraries/TensorRT/v8.6/8.6.0.6-1c49ee3e-mlperf/12.0-r525/Ubuntu20_04-x64-agnostic/deb/ TRT_MAJOR_VER=8 TRT_MINOR_VER=6 TRT_PATCH_VER=0 TRT_QA_VER=6 TRT_VER=8.6.0.6 apt update &&
      apt install -y wget &&
      rm -rf rm -rf /var/lib/apt/lists/*
    02/17/2023 9:27 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    TRT_VER=8.6.0.6
    02/17/2023 9:27 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    TRT_QA_VER=6
    02/17/2023 9:27 PM UTC