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NVIDIA L4T PyTorch
Container
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NVIDIA L4T PyTorch

PyTorch is a GPU accelerated tensor computational framework with a Python front end. This container contains PyTorch and torchvision pre-installed in a Python 3 environment to get up & running quickly with PyTorch on Jetson.

LayerLabelCreated
sha256:f84c639be180554d0c117358047ab273c0f7734b87ed1d74dc63f43981d48478RUN
PILLOW_VERSION=pillow PYTORCH_URL=https://nvidia.box.com/shared/static/fjtbno0vpo676a25cgvuqc1wty0fkkg6.whl PYTORCH_WHL=torch-1.10.0-cp36-cp36m-linux_aarch64.whl TORCHAUDIO_VERSION=v0.10.0 TORCHVISION_VERSION=v0.11.1 TORCH_CMAKE_CONFIG=/usr/local/lib/python3.6/dist-packages/torch/share/cmake/Torch/TorchConfig.cmake TORCH_CUDA_ARCH_LIST=5.3;6.2;7.2 pip3 install --no-cache-dir --verbose pycuda six
02/07/2022 11:37 PM UTC
sha256:6360bef962dd6737d7f570230a11742a70879ed1c4ca325aef0ccf0e13b615e7RUN
PILLOW_VERSION=pillow PYTORCH_URL=https://nvidia.box.com/shared/static/fjtbno0vpo676a25cgvuqc1wty0fkkg6.whl PYTORCH_WHL=torch-1.10.0-cp36-cp36m-linux_aarch64.whl TORCHAUDIO_VERSION=v0.10.0 TORCHVISION_VERSION=v0.11.1 TORCH_CMAKE_CONFIG=/usr/local/lib/python3.6/dist-packages/torch/share/cmake/Torch/TorchConfig.cmake TORCH_CUDA_ARCH_LIST=5.3;6.2;7.2 echo "$PATH" &&
  echo "$LD_LIBRARY_PATH"
02/07/2022 11:32 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
LD_LIBRARY_PATH=/usr/local/cuda/lib64:/usr/local/cuda-10.2/targets/aarch64-linux/lib:
02/07/2022 11:31 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
PATH=/usr/local/cuda/bin:/usr/local/cuda-10.2/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
02/07/2022 11:31 PM UTC
sha256:3d21f51710b4d2c1dc94044c86d04e599ac30a19d0e3c8d34a54ff3e66f105b2RUN
PILLOW_VERSION=pillow PYTORCH_URL=https://nvidia.box.com/shared/static/fjtbno0vpo676a25cgvuqc1wty0fkkg6.whl PYTORCH_WHL=torch-1.10.0-cp36-cp36m-linux_aarch64.whl TORCHAUDIO_VERSION=v0.10.0 TORCHVISION_VERSION=v0.11.1 TORCH_CMAKE_CONFIG=/usr/local/lib/python3.6/dist-packages/torch/share/cmake/Torch/TorchConfig.cmake TORCH_CUDA_ARCH_LIST=5.3;6.2;7.2 git clone --recursive -b ${TORCHAUDIO_VERSION} https://github.com/pytorch/audio torchaudio &&
  cd torchaudio &&
  BUILD_SOX=1 python3 setup.py install &&
  cd ../ &&
  rm -rf torchaudio
02/07/2022 11:31 PM UTC
sha256:b9dc07c7c1ea566172772da3a1f0043d495cb4827f85b3c6b83cd438ab7ee3fbRUN
PILLOW_VERSION=pillow PYTORCH_URL=https://nvidia.box.com/shared/static/fjtbno0vpo676a25cgvuqc1wty0fkkg6.whl PYTORCH_WHL=torch-1.10.0-cp36-cp36m-linux_aarch64.whl TORCHAUDIO_VERSION=v0.10.0 TORCHVISION_VERSION=v0.11.1 TORCH_CMAKE_CONFIG=/usr/local/lib/python3.6/dist-packages/torch/share/cmake/Torch/TorchConfig.cmake TORCH_CUDA_ARCH_LIST=5.3;6.2;7.2 pip3 install --no-cache-dir scikit-build &&
  pip3 install --no-cache-dir ninja &&
  pip3 install --no-cache-dir --verbose pysoundfile
02/07/2022 11:16 PM UTC
sha256:0d91c6dfa0c1685f177ef66df1212bec27a74134d2279c2513a7b8c94147246cRUN
PILLOW_VERSION=pillow PYTORCH_URL=https://nvidia.box.com/shared/static/fjtbno0vpo676a25cgvuqc1wty0fkkg6.whl PYTORCH_WHL=torch-1.10.0-cp36-cp36m-linux_aarch64.whl TORCHAUDIO_VERSION=v0.10.0 TORCHVISION_VERSION=v0.11.1 TORCH_CMAKE_CONFIG=/usr/local/lib/python3.6/dist-packages/torch/share/cmake/Torch/TorchConfig.cmake TORCH_CUDA_ARCH_LIST=5.3;6.2;7.2 apt-get update &&
  apt-get install -y --no-install-recommends cmake pkg-config libffi-dev libsndfile1 &&
  rm -rf /var/lib/apt/lists/* &&
  apt-get clean
02/07/2022 11:14 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
TORCHAUDIO_VERSION
02/07/2022 11:14 PM UTC
sha256:8b9584b02d69a4bff45b65693558577d4e17e4026b79cb0abc52d5bf6d162664RUN
PILLOW_VERSION=pillow PYTORCH_URL=https://nvidia.box.com/shared/static/fjtbno0vpo676a25cgvuqc1wty0fkkg6.whl PYTORCH_WHL=torch-1.10.0-cp36-cp36m-linux_aarch64.whl TORCHVISION_VERSION=v0.11.1 TORCH_CMAKE_CONFIG=/usr/local/lib/python3.6/dist-packages/torch/share/cmake/Torch/TorchConfig.cmake TORCH_CUDA_ARCH_LIST=5.3;6.2;7.2 echo "patching _GLIBCXX_USE_CXX11_ABI in ${TORCH_CMAKE_CONFIG}" &&
  echo "contents of ${TORCH_CMAKE_CONFIG} before patching..." &&
  cat ${TORCH_CMAKE_CONFIG} &&
  sed -i 's/  set(TORCH_CXX_FLAGS "-D_GLIBCXX_USE_CXX11_ABI=")/  set(TORCH_CXX_FLAGS "-D_GLIBCXX_USE_CXX11_ABI=0")/g' ${TORCH_CMAKE_CONFIG} &&
  echo "contents of ${TORCH_CMAKE_CONFIG} after patching..." &&
  cat ${TORCH_CMAKE_CONFIG}
02/07/2022 11:14 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
TORCH_CMAKE_CONFIG=/usr/local/lib/python3.6/dist-packages/torch/share/cmake/Torch/TorchConfig.cmake
02/07/2022 11:14 PM UTC