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v1.10.2 + Bullseye
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‎Dockerfile‎

Lines changed: 16 additions & 10 deletions
Original file line numberDiff line numberDiff line change
@@ -1,32 +1,38 @@
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FROM pinto0309/raspios_lite_armhf:2021-03-04_buster
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FROM pinto0309/raspios_lite_armhf:2022-02-10_bullseye
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ENV DEBIAN_FRONTEND=noninteractive
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ENV NO_CUDA=1
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ENV NO_DISTRIBUTED=1
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ENV NO_MKLDNN=1
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ENV USE_NCCL=0
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ENV BUILD_TEST=0
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ARG TORCHVER=v1.10.0
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ARG TORCHVISIONVER=v0.11.1
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ARG TORCHAUDIOVER=v0.10.0
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# 1.19.5 or 1.21.2
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ARG NUMPYVER=1.19.5
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ENV USE_NCCL=OFF
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ENV USE_XNNPACK=OFF
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ENV USE_TBB=ON
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ENV BUILD_TEST=OFF
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ARG TORCHVER=v1.10.2
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ARG TORCHVISIONVER=v0.11.3
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ARG TORCHAUDIOVER=v0.10.2
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# 1.22.2
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ARG NUMPYVER=1.22.2
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RUN apt update --allow-releaseinfo-change \
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&& apt upgrade -y \
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&& apt install -y \
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automake autoconf libpng-dev nano \
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curl zip unzip libtool swig zlib1g-dev pkg-config git wget xz-utils \
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libopenblas-dev libblas-dev m4 cmake cython python3-dev python3-yaml \
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libopenblas-dev libblas-dev m4 cmake python3-dev python3-yaml \
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python3-setuptools python3-pip python3-mock sox libsox-dev \
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libpython3-dev libpython3-all-dev g++ gcc libatlas-base-dev \
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libtbb-dev \
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&& apt clean \
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&& rm -rf /var/lib/apt/lists/*
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RUN pip3 install pip --upgrade \
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&& pip3 install cython==0.29.27 \
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&& pip3 install numpy==${NUMPYVER} \
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&& pip3 install cmake==3.21.2 \
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&& pip3 install -U six wheel mock ninja \
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&& pip3 install ninja==1.10.2.3 \
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&& pip3 install typing_extensions==4.0.1 \
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&& pip3 install -U six wheel mock \
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&& ldconfig \
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&& pip cache purge
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‎README.md‎

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@@ -21,14 +21,14 @@ $ docker run --rm -it -v ${PWD}:/work pytorch4raspberrypi /bin/bash
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# cp /wheels/* work
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# exit
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$ sudo chmod -R 777 *.whl
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$ sudo chmod -R 777 *.whl
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```
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## 2-2. [Method 2] Manual build
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```
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$ docker run --rm --privileged multiarch/qemu-user-static --reset -p yes
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$ docker run --rm -it \
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-v ${PWD}:/workdir \
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pinto0309/raspios_lite_armhf:2021-03-04_buster \
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pinto0309/raspios_lite_armhf:2022-02-10_bullseye \
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/bin/bash
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```
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All of the following operations were performed on a RaspberryPi OS armv7l 32-bit Docker container running on Ubuntu 20.04 x86_64.
@@ -38,56 +38,51 @@ All of the following operations were performed on a RaspberryPi OS armv7l 32-bit
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# apt-get update && apt-get install -y \
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openjdk-11-jdk automake autoconf libpng-dev nano \
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curl zip unzip libtool swig zlib1g-dev pkg-config git wget xz-utils \
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libopenblas-dev libblas-dev m4 cmake cython python3-dev python3-yaml \
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libopenblas-dev libblas-dev m4 cmake python3-dev python3-yaml \
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python3-setuptools python3-pip python3-mock \
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libpython3-dev libpython3-all-dev g++ gcc
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libpython3-dev libpython3-all-dev g++ gcc libatlas-base-dev \
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libtbb-dev sox libsox-dev
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# pip3 install numpy==1.19.5
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or
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# pip3 install numpy==1.21.2
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# pip3 install pip --upgrade
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# pip3 install cython==0.29.27 numpy==1.22.2 cmake==3.21.2 ninja==1.10.2.3 typing_extensions==4.0.1
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# pip3 install -U six wheel mock cmake && ldconfig
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# pip3 install -U six wheel mock && ldconfig
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# NO_CUDA=1 \
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&& NO_DISTRIBUTED=1 \
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&& NO_MKLDNN=1 \
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&& USE_NCCL=0 \
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&& BUILD_TEST=0 \
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&& TORCH=v1.9.0 \
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&& TORCHVISION=v0.10.0 \
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&& TORCHAUDIO=v0.9.0
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# TORCH=v1.10.2 \
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&& TORCHVISION=v0.11.3 \
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&& TORCHAUDIO=v0.10.2
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# git clone -b ${TORCH} https://github.com/pytorch/pytorch.git
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# cd pytorch \
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&& git submodule update --init --recursive \
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&& pip3 install -r requirements.txt \
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&& python3 setup.py build \
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&& cd build/lib.linux-armv7l-3.7/torch \
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&& ln -s _C.cpython-37m-arm-linux-gnueabihf.so _C.so \
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&& ln -s _dl.cpython-37m-arm-linux-gnueabihf.so _dl.so \
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&& NO_CUDA=1 NO_DISTRIBUTED=1 NO_MKLDNN=1 USE_NCCL=OFF USE_XNNPACK=OFF USE_TBB=ON BUILD_TEST=OFF python3 setup.py build \
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&& cd build/lib.linux-armv7l-3.9/torch \
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&& ln -s _C.cpython-39-arm-linux-gnueabihf.so _C.so \
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&& ln -s _dl.cpython-39-arm-linux-gnueabihf.so _dl.so \
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&& cd ../../..
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# python3 setup.py bdist_wheel
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-- ******** Summary ********
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-- General:
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-- CMake version : 3.21.2
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-- CMake command : /usr/local/lib/python3.7/dist-packages/cmake/data/bin/cmake
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-- CMake command : /usr/local/lib/python3.9/dist-packages/cmake/data/bin/cmake
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-- System : Linux
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-- C++ compiler : /usr/bin/c++
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-- C++ compiler id : GNU
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-- C++ compiler version : 8.3.0
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-- C++ compiler version : 10.2.1
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-- Using ccache if found : ON
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-- Found ccache : CCACHE_PROGRAM-NOTFOUND
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-- CXX flags : -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DLIBKINETO_NOCUPTI -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Werror=cast-function-type -Wno-stringop-overflow
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-- CXX flags : -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DLIBKINETO_NOCUPTI -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Werror=cast-function-type -Wno-stringop-overflow
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-- Build type : Release
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-- Compile definitions : ONNX_ML=1;ONNXIFI_ENABLE_EXT=1;ONNX_NAMESPACE=onnx_torch;HAVE_MMAP=1;_FILE_OFFSET_BITS=64;HAVE_SHM_OPEN=1;HAVE_SHM_UNLINK=1;HAVE_MALLOC_USABLE_SIZE=1;USE_EXTERNAL_MZCRC;MINIZ_DISABLE_ZIP_READER_CRC32_CHECKS
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-- CMAKE_PREFIX_PATH : /usr/lib/python3.7/site-packages
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-- CMAKE_PREFIX_PATH : /usr/lib/python3.9/site-packages
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-- CMAKE_INSTALL_PREFIX : /pytorch/torch
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-- USE_GOLD_LINKER : OFF
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--
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-- TORCH_VERSION : 1.9.0
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-- CAFFE2_VERSION : 1.9.0
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--
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-- TORCH_VERSION : 1.10.0
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-- CAFFE2_VERSION : 1.10.0
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-- BUILD_CAFFE2 : ON
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-- BUILD_CAFFE2_OPS : ON
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-- BUILD_CAFFE2_MOBILE : OFF
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-- Link local protobuf : ON
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-- BUILD_DOCS : OFF
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-- BUILD_PYTHON : True
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-- Python version : 3.7.3
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-- Python version : 3.9.2
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-- Python executable : /usr/bin/python3
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-- Pythonlibs version : 3.7.3
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-- Python library : /usr/lib/libpython3.7m.so.1.0
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-- Python includes : /usr/include/python3.7m
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-- Python site-packages: lib/python3.7/site-packages
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-- Pythonlibs version : 3.9.2
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-- Python library : /usr/lib/libpython3.9.so.1.0
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-- Python includes : /usr/include/python3.9
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-- Python site-packages: lib/python3.9/site-packages
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-- BUILD_SHARED_LIBS : ON
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-- CAFFE2_USE_MSVC_STATIC_RUNTIME : OFF
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-- BUILD_TEST : True
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-- BUILD_TEST : False
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-- BUILD_JNI : OFF
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-- BUILD_MOBILE_AUTOGRAD : OFF
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-- BUILD_LITE_INTERPRETER: OFF
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-- INTERN_BUILD_MOBILE :
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-- INTERN_BUILD_MOBILE :
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-- USE_BLAS : 1
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-- BLAS : open
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-- USE_LAPACK : 1
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-- USE_LMDB : OFF
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-- USE_METAL : OFF
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-- USE_PYTORCH_METAL : OFF
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-- USE_PYTORCH_METAL_EXPORT : OFF
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-- USE_FFTW : OFF
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-- USE_MKL : OFF
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-- USE_MKLDNN : OFF
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-- USE_NCCL : OFF
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-- USE_NNPACK : ON
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-- USE_NUMPY : OFF
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-- USE_NUMPY : ON
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-- USE_OBSERVERS : ON
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-- USE_OPENCL : OFF
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-- USE_OPENCV : OFF
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-- USE_OPENMP : ON
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-- USE_TBB : OFF
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-- USE_TBB : ON
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-- USE_SYSTEM_TBB : OFF
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-- USE_VULKAN : OFF
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-- USE_PROF : OFF
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-- USE_QNNPACK : ON
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-- USE_ROCKSDB : OFF
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-- USE_ZMQ : OFF
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-- USE_DISTRIBUTED : ON
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-- USE_MPI : OFF
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-- USE_GLOO : OFF
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-- USE_TENSORPIPE : ON
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-- USE_MPI : OFF
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-- USE_GLOO : OFF
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-- USE_GLOO_WITH_OPENSSL : OFF
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-- USE_TENSORPIPE : ON
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-- USE_DEPLOY : OFF
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-- USE_BREAKPAD : ON
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-- Public Dependencies : Threads::Threads
158-
-- Private Dependencies : pthreadpool;cpuinfo;qnnpack;pytorch_qnnpack;nnpack;XNNPACK;fp16;tensorpipe;aten_op_header_gen;foxi_loader;rt;fmt::fmt-header-only;kineto;gcc_s;gcc;dl
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-- Private Dependencies : pthreadpool;cpuinfo;qnnpack;pytorch_qnnpack;nnpack;fp16;tensorpipe;aten_op_header_gen;foxi_loader;rt;fmt::fmt-header-only;kineto;gcc_s;gcc;dl
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-- USE_COREML_DELEGATE : OFF
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-- Configuring done
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-- Generating done
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-- Build files have been written to: /pytorch/build
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# cp dist/* /workdir
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# cd ..
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# git clone -b ${TORCHVISION} https://github.com/pytorch/vision.git
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##########################################################
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/pytorch/torch/csrc/utils/python_arg_parser.h:415:94
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/pytorch/torch/csrc/utils/python_arg_parser.h:442:94
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/pytorch/torch/csrc/autograd/python_function.cpp:439:11
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%ld -> %d
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##########################################################
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# cd vision \
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&& git submodule update --init --recursive \
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&& pip3 install /pytorch/dist/*.whl \
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# git clone -b ${TORCHAUDIO} https://github.com/pytorch/audio.git
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# cd audio \
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&& git submodule update --init --recursive \
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&& apt-get install -y sox libsox-dev \
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&& pip3 install ninja \
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&& python3 setup.py build \
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&& python3 setup.py bdist_wheel
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```
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$ sudo apt install -y libatlas-base-dev libpng-dev nano \
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curl zip unzip libtool swig zlib1g-dev pkg-config git wget xz-utils \
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libopenblas-dev libblas-dev m4 cmake cython python3-dev python3-yaml
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libopenblas-dev libblas-dev m4 cmake cython python3-dev python3-yaml \
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libtbb-dev
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$ sudo pip3 install numpy==1.19.5
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or
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$ sudo pip3 install numpy==1.21.2
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$ sudo pip3 install numpy==1.22.2
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$ sudo pip3 install torch-*_armv7l_.whl torchvision-*_armv7l.whl torchaudio-*_armv7l.whl
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```

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