NVIDIA
NVIDIA
NVIDIA L4T ML
Container
NVIDIA
NVIDIA
NVIDIA L4T ML

Get started on your AI journey quickly on Jetson. The Machine learning container contains TensorFlow, PyTorch, JupyterLab, and other popular ML and data science frameworks such as scikit-learn, scipy, and Pandas pre-installed in a Python environment.

LayerLabelCreated
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4CONFIG
9770b4c111f967e7ae68164b1f9a1d5c21404d82fd5df09911104f00f651dec5RUN
CUPY_NVCC_GENERATE_CODE=arch=compute_53,code=sm_53;arch=compute_62,code=sm_62;arch=compute_72,code=sm_72;arch=compute_87,code=sm_87 CUPY_VERSION=v10.2.0 MAKEFLAGS=-j$(nproc) OPENCV_DEB=OpenCV-4.5.0-aarch64.tar.gz OPENCV_URL=https://nvidia.box.com/shared/static/2hssa5g3v28ozvo3tc3qwxmn78yerca9.gz PYTHON3_VERSION=3.8 python3 -c "from notebook.auth.security import set_password; set_password('nvidia', '/root/.jupyter/jupyter_notebook_config.json')"
04/14/2022 8:48 PM UTC
02772246d3a73d005d081e4c76f936d9b652e5c4511959111dc78a438d8bac64RUN
CUPY_NVCC_GENERATE_CODE=arch=compute_53,code=sm_53;arch=compute_62,code=sm_62;arch=compute_72,code=sm_72;arch=compute_87,code=sm_87 CUPY_VERSION=v10.2.0 MAKEFLAGS=-j$(nproc) OPENCV_DEB=OpenCV-4.5.0-aarch64.tar.gz OPENCV_URL=https://nvidia.box.com/shared/static/2hssa5g3v28ozvo3tc3qwxmn78yerca9.gz PYTHON3_VERSION=3.8 jupyter lab --generate-config
04/14/2022 8:48 PM UTC
46538a1963ac49d144c608803132d0e372b86f79f87858c0124b6bcae4d410f3RUN
CUPY_NVCC_GENERATE_CODE=arch=compute_53,code=sm_53;arch=compute_62,code=sm_62;arch=compute_72,code=sm_72;arch=compute_87,code=sm_87 CUPY_VERSION=v10.2.0 MAKEFLAGS=-j$(nproc) OPENCV_DEB=OpenCV-4.5.0-aarch64.tar.gz OPENCV_URL=https://nvidia.box.com/shared/static/2hssa5g3v28ozvo3tc3qwxmn78yerca9.gz PYTHON3_VERSION=3.8 pip3 install --no-cache-dir --verbose jupyter jupyterlab &&
  pip3 install --no-cache-dir --verbose jupyterlab_widgets
04/14/2022 8:47 PM UTC
d3a4a899ed21f8d3deb610cf2fb4a22bd9f5465e4c2d6baee2c2a79216dddedaRUN
CUPY_NVCC_GENERATE_CODE=arch=compute_53,code=sm_53;arch=compute_62,code=sm_62;arch=compute_72,code=sm_72;arch=compute_87,code=sm_87 CUPY_VERSION=v10.2.0 MAKEFLAGS=-j$(nproc) OPENCV_DEB=OpenCV-4.5.0-aarch64.tar.gz OPENCV_URL=https://nvidia.box.com/shared/static/2hssa5g3v28ozvo3tc3qwxmn78yerca9.gz PYTHON3_VERSION=3.8 apt-get purge -y '*opencv*' ||
  echo "previous OpenCV installation not found" &&
  mkdir opencv &&
  cd opencv &&
  wget --quiet --show-progress --progress=bar:force:noscroll --no-check-certificate ${OPENCV_URL} -O ${OPENCV_DEB} &&
  tar -xzvf ${OPENCV_DEB} &&
  dpkg -i --force-depends *.deb &&
  apt-get update &&
  apt-get install -y -f --no-install-recommends &&
  dpkg -i *.deb &&
  rm -rf /var/lib/apt/lists/* &&
  apt-get clean &&
  cd ../ &&
  rm -rf opencv &&
  PYTHON3_VERSION=`python3 -c 'import sys; version=sys.version_info[:3]; print("{0}.{1}".format(*version))'` &&
  cp -r /usr/include/opencv4 /usr/local/include/opencv4 &&
  cp -r /usr/lib/python${PYTHON3_VERSION}/dist-packages/cv2 /usr/local/lib/python${PYTHON3_VERSION}/dist-packages/cv2
04/14/2022 8:47 PM UTC
8d47d00b14f8ed8fca5e231fb99592330bd1162e2e2da07883753210d7c47de2ARG
OPENCV_DEB=OpenCV-4.5.0-aarch64.tar.gz
04/14/2022 8:46 PM UTC
f78ec0630babbc68a2ffbbf264f4bf7abb82c29b8491be353d1f5e224272923cARG
OPENCV_URL=https://nvidia.box.com/shared/static/2hssa5g3v28ozvo3tc3qwxmn78yerca9.gz
04/14/2022 8:46 PM UTC
9322a1c004b8b5e26e340e68b1865b231b09ffca7d526d2e1bde942f9bd3f7f1RUN
CUPY_NVCC_GENERATE_CODE=arch=compute_53,code=sm_53;arch=compute_62,code=sm_62;arch=compute_72,code=sm_72;arch=compute_87,code=sm_87 CUPY_VERSION=v10.2.0 MAKEFLAGS=-j$(nproc) PYTHON3_VERSION=3.8 pip3 install --no-cache-dir --verbose pycuda six
04/14/2022 8:46 PM UTC
f86d0418611b99c731550e510e70705bba70b6d1384a7d295ef21461bf6d0fd8RUN
CUPY_NVCC_GENERATE_CODE=arch=compute_53,code=sm_53;arch=compute_62,code=sm_62;arch=compute_72,code=sm_72;arch=compute_87,code=sm_87 CUPY_VERSION=v10.2.0 MAKEFLAGS=-j$(nproc) PYTHON3_VERSION=3.8 pip3 uninstall -y pycuda
04/14/2022 8:44 PM UTC
002337147bfa82a687ec698917ef215feba3fafc99dee7589fcef1a7c033c368RUN
CUPY_NVCC_GENERATE_CODE=arch=compute_53,code=sm_53;arch=compute_62,code=sm_62;arch=compute_72,code=sm_72;arch=compute_87,code=sm_87 CUPY_VERSION=v10.2.0 MAKEFLAGS=-j$(nproc) PYTHON3_VERSION=3.8 git clone -b ${CUPY_VERSION} --recursive https://github.com/cupy/cupy cupy &&
  cd cupy &&
  pip3 install --no-cache-dir fastrlock &&
  python3 setup.py install --verbose &&
  cd ../ &&
  rm -rf cupy
04/14/2022 8:22 PM UTC