ContainersNVIDIADeepSeek-R1NVIDIALlama-3.1-Nemotron-70B-InstructNVIDIAPyTorch
CollectionsNVIDIAOmniverse Kit (FB)NVIDIADeepStream SDKNVIDIAOmniverse Kit App Streaming
ModelsNVIDIAStyleGAN3 pretrained modelsNVIDIAPeopleNetNVIDIATrafficCamNet
ResourcesNVIDIAKit SDK - Windows (PB25h1)NVIDIAKit SDK - Linux (PB25h1)NVIDIARiva Skills Quick Start
Helm ChartsNVIDIAGPU OperatorNVIDIANVIDIA NIM Operator
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
1ad1ecda6f5d8dc31eea4bb60485ccf0ddb37aeb4611f5a92151a1a7af310c5eCONFIG
—
07/28/2023 7:18 PM UTC
dfcba5c4be5b0b7141b5dc99079f136a3432b708ca55d62728d458116a885fddRUN
ldconfig
07/28/2023 7:18 PM UTC
1091ba8bce3902b1733997fd894e451f7bbcf1f06782d5130805fc29f5a08e96COPY
*.whl *.tar.gz /opt
07/28/2023 7:18 PM UTC
86c73300b408bd12cf44a07032c6ea31564a9b33269e8df8c8be80cb7a0d8d6aCOPY
mitten /opt/mitten
07/28/2023 7:18 PM UTC
6736c0f01ca24e5efb2b2a74cfd95c97c93242525b5bf20ebfba8ab1c372ac34RUN
mkdir -p /opt/mitten
07/28/2023 7:18 PM UTC
b02c66ad370b15812a5683a9d97e4394e7bd7c86c4829b70b4c8c22b61465ea3RUN
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
07/27/2023 5:43 PM UTC
1fcfd0af9ed6f3e25038843a93ab77f0de111b750fe4a3b9b57df0da2516e8b8RUN
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-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${CUDA_VER}_arm64.deb &&
  install_deb_pkg libnvparsers${TRT_MAJOR_VER}_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  install_deb_pkg libnvparsers-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${CUDA_VER}_arm64.deb &&
  install_deb_pkg python3-libnvinfer_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  install_deb_pkg python3-libnvinfer-dev_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  install_deb_pkg graphsurgeon-tf_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  install_deb_pkg uff-converter-tf_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  install_deb_pkg libnvinfer-bin_${TRT_VER}-1+cuda${CUDA_VER}_arm64.deb &&
  unset -f install_deb_pkg;
07/27/2023 5:43 PM UTC
f98888c48c985123ee76368e8bddbc9e7d6ed9a76aca5cd595644cf106603595RUN
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*
07/27/2023 5:42 PM UTC
c046b94860b634ed35cc8bf6cc5d153187f718ba928b2a8808c78cbaffc3bc1dRUN
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-*
07/27/2023 5:41 PM UTC
f6c9cb91ae9a16e659ae898d69d0a6d775db51c7514efcb57c266e2fd6f38483RUN
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/*
07/27/2023 5:37 PM UTC

NVIDIA uses cookies to improve your experience on our web site. We and our third-party partners also use cookies and other tools to collect and record information you provide as well as information about your interactions with our websites for performance improvement, analytics, and to assist in marketing efforts. By clicking "Accept All", you consent to our use of cookies and other tools as described in our Cookie Policy. You can manage your cookie settings by clicking on "Manage Settings." By continuing to use this site or by clicking one of the buttons below, you agree to our Terms of Service (which contains important waivers). Please see our Privacy Policy for more information on our privacy practices.