sungjuGit
commented
5 years ago I have created wheel files for pytorch 1.4.0 and pytorch vision 0.5.0 directly on a Raspberry Pi 4B running Raspbian Buster.
https://github.com/sungjuGit/Pytorch-and-Vision-for-Raspberry-Pi-4B
I could install them on a different Raspberry Pi 4B without any problem. And I think you should be able to install the same wheel files on Pi 3 if you upgrade it to Raspbian Buster.
Be sure to install all dependencies for pytorch and pytorch vision.
https://sites.google.com/view/steam-for-vision/raspberry-pi/PytorchRP4
I am stuck in the build process. I am using Raspberry Pi 3. Could anyone help me?
bash-5.0# python setup.py bdist_wheel The use of NO_CUDA is deprecated and will be removed on Feb 20, 2020.Please use USE_CUDA instead. The use of NO_MKLDNN is deprecated and will be removed on Feb 20, 2020.Please use USE_MKLDNN instead. The use of NO_DISTRIBUTED is deprecated and will be removed on Feb 20, 2020.Please use USE_DISTRIBUTED instead. Building wheel torch-1.4.0a0+139fec2 -- Building version 1.4.0a0+139fec2 cmake --build . --target install --config Release -- -j 4 [ 1%] Built target clog [ 1%] Built target pthreadpool [ 2%] Built target libprotobuf-lite [ 4%] Built target c10 [ 8%] Built target libprotobuf [ 8%] Built target foxi_loader [ 8%] Built target ATEN_CPU_FILES_GEN_TARGET [ 8%] Built target common [ 8%] Built target mkrename [ 37%] Built target python_copy_files [ 37%] Built target mkalias [ 37%] Built target mkmasked_gnuabi [ 37%] Built target mkrename_gnuabi [ 37%] Built target mkdisp [ 37%] Built target arraymap [ 37%] Built target generate-torch-sources [ 37%] Built target torch_python_stubs [ 37%] Built target cpuinfo [ 37%] Built target nnpack_reference_layers [ 38%] Built target cpuinfo_internals [ 38%] Built target __aten_op_header_gen [ 38%] Built target renamePUREC_SCALAR.h_generated [ 38%] Built target renameADVSIMD.h_generated [ 42%] Built target libprotoc [ 42%] Built target alias_advsimd.h_generated [ 42%] Built target renameADVSIMDNOFMA.h_generated [ 42%] Built target sleefdetpurec_scalar [ 42%] Built target renamePURECFMA_SCALAR.h_generated [ 42%] Built target headers [ 42%] Built target protoc [ 45%] Built target qnnpack [ 45%] Built target sleefpurec_scalar [ 47%] Built target nnpack [ 49%] Built target pytorch_qnnpack [ 49%] Built target sleefadvsimd [ 50%] Built target sleefdetadvsimd [ 50%] Built target sleefadvsimdnofma [ 50%] Built target sleefdetadvsimdnofma [ 50%] Built target sleefpurecfma_scalar [ 50%] Built target sleefdetpurecfma_scalar [ 50%] Built target Caffe2_PROTO [ 50%] Built target gen_onnx_proto [ 50%] Built target sleef [ 50%] Built target caffe2_protos [ 51%] Built target onnx_proto [ 53%] Built target onnx [ 53%] Building CXX object caffe2/CMakeFiles/torch.dir//aten/src/ATen/MemoryOverlap.cpp.o [ 53%] Building CXX object caffe2/CMakeFiles/torch.dir//aten/src/ATen/ParallelCommon.cpp.o [ 53%] Building CXX object caffe2/CMakeFiles/torch.dir//aten/src/ATen/ParallelNative.cpp.o [ 53%] Building CXX object caffe2/CMakeFiles/torch.dir//aten/src/ATen/ParallelNativeTBB.cpp.o [ 53%] Building CXX object caffe2/CMakeFiles/torch.dir//aten/src/ATen/ParallelThreadPoolNative.cpp.o [ 53%] Building CXX object caffe2/CMakeFiles/torch.dir//aten/src/ATen/ParallelOpenMP.cpp.o c++: fatal error: Killed signal terminated program cc1plus compilation terminated. gmake[2]: [caffe2/CMakeFiles/torch.dir/build.make:399: caffe2/CMakeFiles/torch.dir/__/aten/src/ATen/ParallelThreadPoolNative.cpp.o] Error 1 gmake[2]: Waiting for unfinished jobs.... c++: fatal error: Killed signal terminated program cc1plus compilation terminated. gmake[2]: [caffe2/CMakeFiles/torch.dir/build.make:321: caffe2/CMakeFiles/torch.dir/__/aten/src/ATen/MemoryOverlap.cpp.o] Error 1 gmake[1]: [CMakeFiles/Makefile2:1590: caffe2/CMakeFiles/torch.dir/all] Error 2 gmake: *** [Makefile:141: all] Error 2 Traceback (most recent call last): File "setup.py", line 751, in
build_deps()
File "setup.py", line 310, in build_deps
cmake=cmake)
File "/pytorch/tools/build_pytorch_libs.py", line 59, in build_caffe2
cmake.build(my_env)
File "/pytorch/tools/setup_helpers/cmake.py", line 334, in build
self.run(build_args, my_env)
File "/pytorch/tools/setup_helpers/cmake.py", line 142, in run
check_call(command, cwd=self.build_dir, env=env)
File "/usr/lib64/python3.7/subprocess.py", line 347, in check_call
raise CalledProcessError(retcode, cmd)
subprocess.CalledProcessError: Command '['cmake', '--build', '.', '--target', 'install', '--config', 'Release', '--', '-j', '4']' returned non-zero exit status 2.