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Mac OSX 10.13.5, CUDA 9.0 , pytorch #15141

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Danieldemanou opened this issue Dec 12, 2018 · 1 comment
Closed

Mac OSX 10.13.5, CUDA 9.0 , pytorch #15141

Danieldemanou opened this issue Dec 12, 2018 · 1 comment

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@Danieldemanou
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Hello I have an error with the command
MACOSX_DEPLOYMENT_TARGET=10.9 CC=clang CXX=clang++ python setup.py install
I'm trying to install Pytorch for Mac I’m following this tutorial :
https://www.cs.rochester.edu/u/kautz/Installing-Pytorch-Cuda-on-Macbook.html

I’m using macOS 10.13.4
I have installed:

  • xcode 8.3.3
  • Python 3.6.7 with anaconda
  • Cuda 9.0
  • Install Cuda driver 396
    I was supposed to install cuDNN v7.1.4 for cuda 9.0 but this is no longer available for Mac so I took cuDNN v7.0.4 Library for OSX

I installed pytorch with the following command:
conda install pytorch=0.4.1 -c pytorch
I did that because conda install pytorch=0.4.1 cuda90 -c pytorch did not work. I think the whl file is not longer available on https://pytorch.org/get-started/previous-versions/
So after I did that, I ran the command line MACOSX_DEPLOYMENT_TARGET=10.9 CC=clang CXX=clang++ python setup.py install
Now I get this :

running install
running build_deps

  • USE_CUDA=0
  • USE_ROCM=0
  • USE_NNPACK=0
  • USE_MKLDNN=0
  • USE_GLOO_IBVERBS=0
  • USE_DISTRIBUTED_MW=0
  • FULL_CAFFE2=0
  • [[ 6 -gt 0 ]]
  • case "$1" in
  • USE_CUDA=1
  • shift
  • [[ 5 -gt 0 ]]
  • case "$1" in
  • USE_NNPACK=1
  • shift
  • [[ 4 -gt 0 ]]
  • case "$1" in
  • break
  • CMAKE_INSTALL='make install'
  • USER_CFLAGS=
  • USER_LDFLAGS=
  • [[ -n '' ]]
  • [[ -n '' ]]
  • [[ -n '' ]]
    ++ uname
  • '[' Darwin == Darwin ']'
  • '[' -d /usr/local/opt/ccache/libexec ']'
    ++ dirname tools/build_pytorch_libs.sh
  • cd tools/..
    +++ pwd
    ++ printf '%q\n' /Users/demanouwamo/Downloads/pytorch
  • PWD=/Users/demanouwamo/Downloads/pytorch
  • BASE_DIR=/Users/demanouwamo/Downloads/pytorch
  • TORCH_LIB_DIR=/Users/demanouwamo/Downloads/pytorch/torch/lib
  • INSTALL_DIR=/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install
  • THIRD_PARTY_DIR=/Users/demanouwamo/Downloads/pytorch/third_party
  • CMAKE_VERSION=cmake
  • C_FLAGS=' -I"/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install/include" -I"/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install/include/TH" -I"/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install/include/THC" -I"/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install/include/THS" -I"/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install/include/THCS" -I"/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install/include/THNN" -I"/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install/include/THCUNN"'
  • C_FLAGS=' -I"/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install/include" -I"/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install/include/TH" -I"/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install/include/THC" -I"/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install/include/THS" -I"/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install/include/THCS" -I"/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install/include/THNN" -I"/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install/include/THCUNN" -DOMPI_SKIP_MPICXX=1'
  • LDFLAGS='-L"/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install/lib" '
  • LD_POSTFIX=.so
    ++ uname
  • [[ Darwin == \D\a\r\w\i\n ]]
  • LDFLAGS='-L"/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install/lib" -Wl,-rpath,@loader_path'
  • LD_POSTFIX=.dylib
  • CPP_FLAGS=' -std=c++11 '
  • GLOO_FLAGS=
  • THD_FLAGS=
  • NCCL_ROOT_DIR=/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install
  • [[ 1 -eq 1 ]]
  • GLOO_FLAGS='-DUSE_CUDA=1 -DNCCL_ROOT_DIR=/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install'
  • [[ 0 -eq 1 ]]
  • [[ 0 -eq 1 ]]
  • CWRAP_FILES='/Users/demanouwamo/Downloads/pytorch/torch/lib/ATen/Declarations.cwrap;/Users/demanouwamo/Downloads/pytorch/torch/lib/THNN/generic/THNN.h;/Users/demanouwamo/Downloads/pytorch/torch/lib/THCUNN/generic/THCUNN.h;/Users/demanouwamo/Downloads/pytorch/torch/lib/ATen/nn.yaml'
  • CUDA_NVCC_FLAGS=' -I"/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install/include" -I"/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install/include/TH" -I"/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install/include/THC" -I"/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install/include/THS" -I"/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install/include/THCS" -I"/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install/include/THNN" -I"/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install/include/THCUNN" -DOMPI_SKIP_MPICXX=1'
  • [[ -z '' ]]
  • CUDA_DEVICE_DEBUG=0
  • '[' -z 4 ']'
  • BUILD_TYPE=Release
  • [[ -n '' ]]
  • [[ -n '' ]]
  • echo 'Building in Release mode'
    Building in Release mode
  • mkdir -p torch/lib/tmp_install
  • for arg in '"$@"'
  • [[ caffe2 == \n\c\c\l ]]
  • [[ caffe2 == \g\l\o\o ]]
  • [[ caffe2 == \c\a\f\f\e\2 ]]
  • pushd /Users/demanouwamo/Downloads/pytorch
    ~/Downloads/pytorch ~/Downloads/pytorch
  • build_caffe2
  • [[ -z '' ]]
  • EXTRA_CAFFE2_CMAKE_FLAGS=()
  • [[ -n '' ]]
  • [[ -n /anaconda3/envs/ptc/lib/python3.6/site-packages ]]
  • EXTRA_CAFFE2_CMAKE_FLAGS+=("-DCMAKE_PREFIX_PATH=$CMAKE_PREFIX_PATH")
  • mkdir -p build
  • pushd build
    ~/Downloads/pytorch/build ~/Downloads/pytorch ~/Downloads/pytorch
  • cmake .. -DBUILDING_WITH_TORCH_LIBS=ON -DCMAKE_BUILD_TYPE=Release -DBUILD_CAFFE2=0 -DBUILD_ATEN=ON -DBUILD_PYTHON=0 -DBUILD_BINARY=OFF -DBUILD_SHARED_LIBS=ON -DONNX_NAMESPACE=onnx_torch -DUSE_CUDA=1 -DCAFFE2_STATIC_LINK_CUDA= -DUSE_ROCM=0 -DUSE_NNPACK=1 -DCUDNN_INCLUDE_DIR=/usr/local/cuda/include -DCUDNN_LIB_DIR=/usr/local/cuda/lib -DCUDNN_LIBRARY=/usr/local/cuda/lib/libcudnn.7.dylib -DUSE_MKLDNN=0 -DMKLDNN_INCLUDE_DIR= -DMKLDNN_LIB_DIR= -DMKLDNN_LIBRARY= -DCMAKE_INSTALL_PREFIX=/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install -DCMAKE_EXPORT_COMPILE_COMMANDS=1 -DCMAKE_C_FLAGS= -DCMAKE_CXX_FLAGS= '-DCMAKE_EXE_LINKER_FLAGS=-L"/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install/lib" -Wl,-rpath,@loader_path ' '-DCMAKE_SHARED_LINKER_FLAGS=-L"/Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install/lib" -Wl,-rpath,@loader_path ' -DCMAKE_PREFIX_PATH=/anaconda3/envs/ptc/lib/python3.6/site-packages
    -- CLANG_VERSION_STRING: 8.1
    -- Need to define long as a separate typeid.
    -- std::exception_ptr is supported.
    -- NUMA is not available
    -- Turning off deprecation warning due to glog.
    -- Current compiler supports avx2 extention. Will build perfkernels.
    -- Building using own protobuf under third_party per request.
    -- Use custom protobuf build.
    -- Caffe2 protobuf include directory: $<BUILD_INTERFACE:/Users/demanouwamo/Downloads/pytorch/third_party/protobuf/src>$<INSTALL_INTERFACE:include>
    -- The BLAS backend of choice:MKL
    -- Checking for [mkl_intel_lp64 - mkl_intel_thread - mkl_core - iomp5 - pthread - m]
    -- Library mkl_intel_lp64: /anaconda3/envs/ptc/lib/libmkl_intel_lp64.dylib
    -- Library mkl_intel_thread: /anaconda3/envs/ptc/lib/libmkl_intel_thread.dylib
    -- Library mkl_core: /anaconda3/envs/ptc/lib/libmkl_core.dylib
    -- Library iomp5: /anaconda3/envs/ptc/lib/libiomp5.dylib
    -- Library pthread: /usr/lib/libpthread.dylib
    -- Library m: /usr/lib/libm.dylib
    -- Brace yourself, we are building NNPACK
    -- Found system Eigen at /usr/local/include/eigen3
    -- Could NOT find pybind11 (missing: pybind11_INCLUDE_DIR)
    -- Found CUDA: /usr/local/cuda (found suitable version "9.0", minimum required is "7.0")
    -- Caffe2: CUDA detected: 9.0
    -- Caffe2: CUDA nvcc is: /usr/local/cuda/bin/nvcc
    -- Caffe2: CUDA toolkit directory: /usr/local/cuda
    -- Caffe2: Header version is: 9.0
    -- Found cuDNN: v7.0.4 (include: /usr/local/cuda/include, library: /usr/local/cuda/lib/libcudnn.7.dylib)
    -- Automatic GPU detection failed. Building for common architectures.
    -- Autodetected CUDA architecture(s): 3.0;3.5;5.0;5.2;6.0;6.1;7.0;7.0+PTX
    -- Added CUDA NVCC flags for: -gencode;arch=compute_30,code=sm_30;-gencode;arch=compute_35,code=sm_35;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_52,code=sm_52;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_70,code=compute_70
    -- Could NOT find CUB (missing: CUB_INCLUDE_DIR)
    -- Found CUDA with FP16 support, compiling with torch.cuda.HalfTensor
    -- Removing -DNDEBUG from compile flags
    -- MAGMA not found. Compiling without MAGMA support
    -- Could not find hardware support for NEON on this machine.
    -- No OMAP3 processor on this machine.
    -- No OMAP4 processor on this machine.
    -- SSE2 Found
    -- SSE3 Found
    -- AVX Found
    -- AVX2 Found
    -- Atomics: using GCC intrinsics
    -- Found a library with BLAS API (mkl).
    -- Found a library with LAPACK API. (mkl)
    -- Found CUDA: /usr/local/cuda (found suitable version "9.0", minimum required is "5.5")
    -- Could NOT find MKLDNN (missing: MKLDNN_INCLUDE_DIR MKLDNN_LIBRARY)
    -- MKLDNN not found. Compiling without MKLDNN support
    -- Using python found in /anaconda3/envs/ptc/bin/python
    -- Could NOT find OpenMP_C (missing: OpenMP_C_FLAGS OpenMP_C_LIB_NAMES)
    -- Could NOT find OpenMP_CXX (missing: OpenMP_CXX_FLAGS OpenMP_CXX_LIB_NAMES)
    -- Could NOT find OpenMP (missing: OpenMP_C_FOUND OpenMP_CXX_FOUND)
    -- Configuring build for SLEEF-v3.2
    Target system: Darwin-17.6.0
    Target processor: x86_64
    Host system: Darwin-17.6.0
    Host processor: x86_64
    Detected C compiler: AppleClang @ /Users/demanouwamo/Downloads/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/clang
    -- Using option -Wall -Wno-unused -Wno-attributes -Wno-unused-result -ffp-contract=off -fno-math-errno -fno-trapping-math to compile libsleef
    -- Building shared libs : OFF
    -- MPFR : /usr/local/lib/libmpfr.dylib
    -- MPFR header file in /usr/local/include
    -- GMP : /usr/local/lib/libgmp.dylib
    -- RUNNING_ON_TRAVIS : 0
    -- COMPILER_SUPPORTS_OPENMP :
    CMake Warning at CMakeLists.txt:346 (message):
    Generated cmake files are only fully tested if one builds with system glog,
    gflags, and protobuf. Other settings may generate files that are not well
    tested.

--
-- ******** Summary ********
-- General:
-- CMake version : 3.12.2
-- CMake command : /anaconda3/envs/ptc/bin/cmake
-- Git version :
-- System : Darwin
-- C++ compiler : /Users/demanouwamo/Downloads/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/clang++
-- C++ compiler version : 8.1.0.8020042
-- BLAS : MKL
-- CXX flags : -msse4.1 -msse4.2 --std=c++11 -Wno-deprecated -fvisibility-inlines-hidden -Wno-deprecated-declarations -DONNX_NAMESPACE=onnx_torch -O2 -fPIC -Wno-narrowing -Wall -Wextra -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-strict-aliasing -Wno-error=deprecated-declarations
-- Build type : Release
-- Compile definitions : USE_GCC_ATOMICS=1;TH_BLAS_MKL;HAVE_MMAP=1;_FILE_OFFSET_BITS=64;HAVE_SHM_OPEN=1;HAVE_SHM_UNLINK=1
-- CMAKE_PREFIX_PATH : /anaconda3/envs/ptc/lib/python3.6/site-packages
-- CMAKE_INSTALL_PREFIX : /Users/demanouwamo/Downloads/pytorch/torch/lib/tmp_install

-- BUILD_CAFFE2 : 0
-- BUILD_ATEN : ON
-- BUILD_BINARY : OFF
-- BUILD_CUSTOM_PROTOBUF : ON
-- Link local protobuf : ON
-- BUILD_PYTHON : 0
-- BUILD_SHARED_LIBS : ON
-- BUILD_TEST : OFF
-- USE_ASAN : OFF
-- USE_ATEN : OFF
-- USE_CUDA : 1
-- CUDA static link :
-- USE_CUDNN : ON
-- CUDA version : 9.0
-- cuDNN version : 7.0.4
-- CUDA root directory : /usr/local/cuda
-- CUDA library : /usr/local/cuda/lib/libcuda.dylib
-- cudart library : /usr/local/cuda/lib/libcudart_static.a;-Wl,-rpath,/usr/local/cuda/lib
-- cublas library : /usr/local/cuda/lib/libcublas.dylib;/usr/local/cuda/lib/libcublas_device.a
-- cufft library : /usr/local/cuda/lib/libcufft.dylib
-- curand library : /usr/local/cuda/lib/libcurand.dylib
-- cuDNN library : /usr/local/cuda/lib/libcudnn.7.dylib
-- nvrtc : /usr/local/cuda/lib/libnvrtc.dylib
-- CUDA include path : /usr/local/cuda/include
-- NVCC executable : /usr/local/cuda/bin/nvcc
-- CUDA host compiler : /Users/demanouwamo/Downloads/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/clang
-- USE_TENSORRT : OFF
-- USE_ROCM : OFF
-- USE_EIGEN_FOR_BLAS :
-- USE_FFMPEG : OFF
-- USE_GFLAGS : OFF
-- USE_GLOG : OFF
-- USE_GLOO : OFF
-- USE_LEVELDB : OFF
-- USE_LITE_PROTO : OFF
-- USE_LMDB : OFF
-- USE_METAL : OFF
-- USE_MKL :
-- USE_MOBILE_OPENGL : OFF
-- USE_MPI : OFF
-- USE_NCCL : OFF
-- USE_NERVANA_GPU : OFF
-- USE_NNPACK : 1
-- USE_OBSERVERS : OFF
-- USE_OPENCL : OFF
-- USE_OPENCV : OFF
-- USE_OPENMP : OFF
-- USE_PROF : OFF
-- USE_REDIS : OFF
-- USE_ROCKSDB : OFF
-- USE_ZMQ : OFF
-- USE_DISTRIBUTED : OFF
-- Public Dependencies : /anaconda3/envs/ptc/lib/libmkl_intel_lp64.dylib;/anaconda3/envs/ptc/lib/libmkl_intel_thread.dylib;/anaconda3/envs/ptc/lib/libmkl_core.dylib;/anaconda3/envs/ptc/lib/libiomp5.dylib;/usr/lib/libpthread.dylib;/usr/lib/libm.dylib
-- Private Dependencies : nnpack;cpuinfo;onnxifi_loader
-- Configuring done
-- Generating done
-- Build files have been written to: /Users/demanouwamo/Downloads/pytorch/build

  • make install -j4
    [ 1%] Built target js_embed
    [ 2%] Built target pthreadpool
    [ 6%] Built target libprotobuf-lite
    [ 8%] Built target cpuinfo
    [ 8%] Built target onnxifi_loader
    [ 9%] Built target common
    [ 9%] Built target mkrename
    [ 20%] Built target libprotobuf
    [ 21%] Built target mkdisp
    [ 21%] Built target mkalias
    [ 21%] Built target ATEN_CPU_FILES_GEN_TARGET
    [ 21%] Built target ATEN_CUDA_FILES_GEN_TARGET
    [ 21%] Built target mkmasked_gnuabi
    [ 21%] Built target mkrename_gnuabi
    [ 21%] Built target arraymap
    [ 22%] Built target nnpack_reference_layers
    [ 26%] Built target nnpack
    [ 27%] Built target headers
    [ 27%] Built target renamedsp256.h_generated
    [ 27%] Built target dispavx.c_generated
    [ 28%] Built target renameSSE2.h_generated
    [ 28%] Built target renameAVX.h_generated
    [ 28%] Built target renameFMA4.h_generated
    [ 28%] Built target renameSSE4.h_generated
    [ 28%] Built target renameAVX2128.h_generated
    [ 41%] Built target libprotoc
    [ 41%] Built target renameAVX2.h_generated
    [ 41%] Built target dispsse.c_generated
    [ 41%] Built target renamedsp128.h_generated
    [ 41%] Built target renameAVX512F.h_generated
    [ 41%] Generating alias_avx512f.h
    [ 41%] Built target caffe2_protos
    [ 41%] Built target protoc
    [ 41%] Built target dispavx_obj
    [ 41%] Built target alias_avx512f.h_generated
    [ 41%] Built target sleefsse2
    [ 41%] Built target sleefavx
    [ 42%] Built target sleeffma4
    [ 43%] Built target sleefsse4
    [ 44%] Built target sleefavx2128
    [ 44%] Built target sleefavx2
    [ 45%] Built target dispsse_obj
    [ 45%] Built target sleefavx512f
    [ 45%] Built target gen_onnx_proto
    [ 46%] Built target sleef
    [ 47%] Built target onnx_proto
    [ 51%] Built target onnx
    [ 69%] Built target caffe2
    [ 69%] Building NVCC (Device) object caffe2/CMakeFiles/caffe2_gpu.dir//aten/src/THC/caffe2_gpu_generated_THCSleep.cu.o
    [ 69%] Building NVCC (Device) object caffe2/CMakeFiles/caffe2_gpu.dir/
    /aten/src/THC/caffe2_gpu_generated_THCReduceApplyUtils.cu.o
    [ 69%] Building NVCC (Device) object caffe2/CMakeFiles/caffe2_gpu.dir//aten/src/THC/caffe2_gpu_generated_THCBlas.cu.o
    [ 69%] Building NVCC (Device) object caffe2/CMakeFiles/caffe2_gpu.dir/
    /aten/src/THC/caffe2_gpu_generated_THCStorage.cu.o
    nvcc fatal : Unsupported gpu architecture 'compute_70'
    nvcc fatal : Unsupported gpu architecture 'compute_70'
    CMake Error at caffe2_gpu_generated_THCSleep.cu.o.Release.cmake:219 (message):
    Error generating
    /Users/demanouwamo/Downloads/pytorch/build/caffe2/CMakeFiles/caffe2_gpu.dir/__/aten/src/THC/./caffe2_gpu_generated_THCSleep.cu.o

nvcc fatal : Unsupported gpu architecture 'compute_70'
CMake Error at caffe2_gpu_generated_THCBlas.cu.o.Release.cmake:219 (message):
Error generating
/Users/demanouwamo/Downloads/pytorch/build/caffe2/CMakeFiles/caffe2_gpu.dir/__/aten/src/THC/./caffe2_gpu_generated_THCBlas.cu.o

CMake Error at caffe2_gpu_generated_THCReduceApplyUtils.cu.o.Release.cmake:219 (message):
Error generating
/Users/demanouwamo/Downloads/pytorch/build/caffe2/CMakeFiles/caffe2_gpu.dir/__/aten/src/THC/./caffe2_gpu_generated_THCReduceApplyUtils.cu.o

make[2]: *** [caffe2/CMakeFiles/caffe2_gpu.dir//aten/src/THC/caffe2_gpu_generated_THCSleep.cu.o] Error 1
make[2]: *** Waiting for unfinished jobs....
make[2]: *** [caffe2/CMakeFiles/caffe2_gpu.dir/
/aten/src/THC/caffe2_gpu_generated_THCBlas.cu.o] Error 1
make[2]: *** [caffe2/CMakeFiles/caffe2_gpu.dir//aten/src/THC/caffe2_gpu_generated_THCReduceApplyUtils.cu.o] Error 1
nvcc fatal : Unsupported gpu architecture 'compute_70'
CMake Error at caffe2_gpu_generated_THCStorage.cu.o.Release.cmake:219 (message):
Error generating
/Users/demanouwamo/Downloads/pytorch/build/caffe2/CMakeFiles/caffe2_gpu.dir/
/aten/src/THC/./caffe2_gpu_generated_THCStorage.cu.o

make[2]: *** [caffe2/CMakeFiles/caffe2_gpu.dir/__/aten/src/THC/caffe2_gpu_generated_THCStorage.cu.o] Error 1
make[1]: *** [caffe2/CMakeFiles/caffe2_gpu.dir/all] Error 2
make: *** [all] Error 2
Failed to run 'bash tools/build_pytorch_libs.sh --use-cuda --use-nnpack caffe2 nanopb libshm THD

Could you help me please.

@soumith
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soumith commented Dec 13, 2018

@Danieldemanou please dont post duplicately. You posted here and in #3047 (comment)

Closing this one.

@soumith soumith closed this as completed Dec 13, 2018
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