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
c7f90846173aa192df6aef5468ae283993de7fbd7a07051d85399e83a8aed62fRUN
CUPY_NVCC_GENERATE_CODE=arch=compute_53,code=sm_53;arch=compute_62,code=sm_62;arch=compute_72,code=sm_72 CUPY_VERSION=v9.2.0 MAKEFLAGS=-j$(nproc) OPENCV_DEB=OpenCV-4.5.0-aarch64.tar.gz OPENCV_URL=https://nvidia.box.com/shared/static/5v89u6g5rb62fpz4lh0rz531ajo2t5ef.gz python3 -c "from notebook.auth.security import set_password; set_password('nvidia', '/root/.jupyter/jupyter_notebook_config.json')"
08/05/2021 4:44 PM UTC
ef12397e6e0ad7cd3761841defd29b94f5408ccb7bffa78c7da6b69aedbfcdcbRUN
CUPY_NVCC_GENERATE_CODE=arch=compute_53,code=sm_53;arch=compute_62,code=sm_62;arch=compute_72,code=sm_72 CUPY_VERSION=v9.2.0 MAKEFLAGS=-j$(nproc) OPENCV_DEB=OpenCV-4.5.0-aarch64.tar.gz OPENCV_URL=https://nvidia.box.com/shared/static/5v89u6g5rb62fpz4lh0rz531ajo2t5ef.gz jupyter lab --generate-config
08/05/2021 4:44 PM UTC
70f3f933895ab93edd15ee3817cbb6cf35e60e65004432d7d320549e55fe5fe2RUN
CUPY_NVCC_GENERATE_CODE=arch=compute_53,code=sm_53;arch=compute_62,code=sm_62;arch=compute_72,code=sm_72 CUPY_VERSION=v9.2.0 MAKEFLAGS=-j$(nproc) OPENCV_DEB=OpenCV-4.5.0-aarch64.tar.gz OPENCV_URL=https://nvidia.box.com/shared/static/5v89u6g5rb62fpz4lh0rz531ajo2t5ef.gz curl -sL https://deb.nodesource.com/setup_10.x | bash - &&
  apt-get update &&
  apt-get install -y nodejs &&
  rm -rf /var/lib/apt/lists/* &&
  apt-get clean &&
  pip3 install --no-cache-dir --verbose jupyter jupyterlab==2.2.9 &&
  jupyter labextension install @jupyter-widgets/jupyterlab-manager
08/05/2021 4:44 PM UTC
43ba2229720d5166583652ea45f3d98393bbe4566ab49b703e93bacda99122efRUN
CUPY_NVCC_GENERATE_CODE=arch=compute_53,code=sm_53;arch=compute_62,code=sm_62;arch=compute_72,code=sm_72 CUPY_VERSION=v9.2.0 MAKEFLAGS=-j$(nproc) OPENCV_DEB=OpenCV-4.5.0-aarch64.tar.gz OPENCV_URL=https://nvidia.box.com/shared/static/5v89u6g5rb62fpz4lh0rz531ajo2t5ef.gz mkdir opencv &&
  cd opencv &&
  wget --quiet --show-progress --progress=bar:force:noscroll --no-check-certificate ${OPENCV_URL} -O ${OPENCV_DEB} &&
  tar -xzvf ${OPENCV_DEB} &&
  dpkg -i --force-depends *.deb &&
  apt-get update &&
  apt-get install -y -f --no-install-recommends &&
  dpkg -i *.deb &&
  rm -rf /var/lib/apt/lists/* &&
  apt-get clean &&
  cd ../ &&
  rm -rf opencv &&
  cp -r /usr/include/opencv4 /usr/local/include/opencv4 &&
  cp -r /usr/lib/python3.6/dist-packages/cv2 /usr/local/lib/python3.6/dist-packages/cv2
08/05/2021 4:33 PM UTC
9ec91ab9dec567a32e1e713a5906e071615858d2e95fc31b7885a6497d1ecd94ARG
OPENCV_DEB=OpenCV-4.5.0-aarch64.tar.gz
08/05/2021 4:31 PM UTC
53b9ea6074ff0a81a2b6e72decacfa13253e7f3bc1e8a7b346e0cc5320fe46fdARG
OPENCV_URL=https://nvidia.box.com/shared/static/5v89u6g5rb62fpz4lh0rz531ajo2t5ef.gz
08/05/2021 4:31 PM UTC
c6afac39cae880104b34dbbdb40f60ad459db5c59f40abe128e52d585dc8b375RUN
CUPY_NVCC_GENERATE_CODE=arch=compute_53,code=sm_53;arch=compute_62,code=sm_62;arch=compute_72,code=sm_72 CUPY_VERSION=v9.2.0 MAKEFLAGS=-j$(nproc) 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
08/05/2021 4:31 PM UTC
f2296d9de640655fdef6e49bbbe78580a3ef6022f4eed319d4fe7ae62de72832ARG
CUPY_NVCC_GENERATE_CODE=arch=compute_53,code=sm_53;arch=compute_62,code=sm_62;arch=compute_72,code=sm_72
08/05/2021 4:02 PM UTC
98d79c20d9277c317157704b290f416e14664e46c1face6b08e77f0710bbd1f4ARG
CUPY_VERSION=v9.2.0
08/05/2021 4:02 PM UTC

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