NVIDIA
NVIDIA
NVIDIA MLPerf Inference
Container
NVIDIA
NVIDIA
NVIDIA MLPerf Inference

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

LayerLabelCreated
c36c18d5d67e9fa51315fa75fc481ad6e325fd9861354ba13e726b41c19e5da8CONFIG
02/06/2024 11:06 PM UTC
af0e4e65ec12b0cb06e127a02307d3c34e15634dec5606b5c061f584770b2b5eRUN
ldconfig
02/06/2024 11:06 PM UTC
2f3a66693857f3dbc659dddc878434691af802b0b13e5e9315f4326b68b1ea80COPY
*.whl *.tar.gz /opt
02/06/2024 11:06 PM UTC
01d2a07d0a056a5dcc2f27d32699dfe61c71bce70ad52245f6254c1eb91ee3b4COPY
mitten /opt/mitten
02/06/2024 11:06 PM UTC
e9e98e6b1866a459f77f0c344d40e7492b8cb73d177b0a7e34e2f28ee155757aRUN
mkdir -p /opt/mitten
02/06/2024 11:06 PM UTC
0259e093ecb3be349c0b057791347c0fc3d29cd6f883ca5d6a8db1f12d14e573RUN
cd /tmp/ &&
  wget -nv https://urm.nvidia.com/artifactory/sw-cupva-sdk-debian-local/pool/releases/2.0.0/cupva-2.0.0-l4t.deb &&
  dpkg -i cupva-2.0.0-l4t.deb &&
  apt update &&
  apt install cupva-2.0-l4t
02/06/2024 11:06 PM UTC
31b4fda59b6e8bf85ce5c1ce4ef2b7c0b498d35a54b4ff251b5162e63c0c1ea9RUN
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}_arm64.deb &&
  install_deb_pkg libnvinfer-headers-dev_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  install_deb_pkg libnvinfer-dev_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  install_deb_pkg libnvinfer-headers-plugin-dev_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  install_deb_pkg libnvinfer-plugin${TRT_MAJOR_VER}_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  install_deb_pkg libnvinfer-plugin-dev_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  install_deb_pkg libnvinfer-dispatch${TRT_MAJOR_VER}_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  install_deb_pkg libnvinfer-dispatch-dev_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  install_deb_pkg libnvinfer-lean${TRT_MAJOR_VER}_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  install_deb_pkg libnvinfer-lean-dev_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  install_deb_pkg libnvinfer-vc-plugin${TRT_MAJOR_VER}_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  install_deb_pkg libnvinfer-vc-plugin-dev_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  install_deb_pkg libnvonnxparsers${TRT_MAJOR_VER}_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  install_deb_pkg libnvonnxparsers-dev_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  install_deb_pkg python3-libnvinfer-lean_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  install_deb_pkg python3-libnvinfer-dispatch_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  install_deb_pkg python3-libnvinfer_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  install_deb_pkg python3-libnvinfer-dev_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  install_deb_pkg onnx-graphsurgeon_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  install_deb_pkg libnvinfer-bin_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  install_deb_pkg libnvinfer-samples_${TRT_VER}-1+cuda${CUDA_VER}_all.deb &&
  install_deb_pkg tensorrt_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  unset -f install_deb_pkg;
02/06/2024 11:06 PM UTC
731cff1816d3fbc6e58a99bf6192b81ad4df7726ee1a95d2cb2300f92320b99fRUN
rm -rf /usr/lib/aarch64-linux-gnu/libcudnn* &&
  cd /tmp/cudnn &&
  dpkg -i ./cudnn-local-tegra-repo-ubuntu2004-8.6.0.174_1.0-1_arm64.deb &&
  cp /var/cudnn-local-tegra-repo-ubuntu2004-8.6.0.174/cudnn-local-tegra-A4C79EB5-keyring.gpg /usr/share/keyrings/ &&
  apt update &&
  apt install -y libcudnn8*
02/06/2024 11:05 PM UTC
9396e430aca061a71a89a9b0aa024b00f129905a3243b99c2628122b5988ac38RUN
rm -rf /usr/lib/aarch64-linux-gnu/libcuda* &&
  cd /tmp/cuda &&
  dpkg -i ./cuda-repo-l4t-11-4-local_11.4.19-1_arm64.deb &&
  cp /var/cuda-repo-l4t-11-4-local/cuda-*-keyring.gpg /usr/share/keyrings/ &&
  apt update &&
  apt install -y cuda-toolkit-*
02/06/2024 11:04 PM UTC
15d5137fef2933c9544a02272e9b8ee9699025805bedc98d050db4e9c41c0d83RUN
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/*
02/06/2024 11:01 PM UTC

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