Pytorch: Mac(10.12), CUDA=8.0, CUDNN=5.1.5์—์„œ ์†Œ์Šค์—์„œ ์„ค์น˜ ์ค‘ ์˜ค๋ฅ˜ ๋ฐœ์ƒ

์— ๋งŒ๋“  2017๋…„ 01์›” 21์ผ  ยท  3์ฝ”๋ฉ˜ํŠธ  ยท  ์ถœ์ฒ˜: pytorch/pytorch

cuda๊ฐ€ CC๋กœ clang์„ ์–ป์„ ์ˆ˜ ์—†๋Š” ๊ฒƒ ๊ฐ™๊ณ  conda ์„ค์น˜๋œ ๋ฒ„์ „์—์„œ gcc๋ฅผ ๊ฐ€์ ธ์˜ฌ ๋•Œ ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค.
libTH.1.dylib์— ๋Œ€ํ•œ install_name ์—…๋ฐ์ดํŠธ
libTHNN.1.dylib์— ๋Œ€ํ•œ install_name ์—…๋ฐ์ดํŠธ
libTHS.1.dylib์— ๋Œ€ํ•œ install_name ์—…๋ฐ์ดํŠธ
-- TH_LIBRARIES: /Volumes/Data/Libraries/pytorch/torch/lib/tmp_install/lib/libTH.1.dylib
-- MAGMA๋ฅผ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค. MAGMA ์ง€์› ์—†์ด ์ปดํŒŒ์ผ
-- ์ž๋™ ๊ฐ์ง€๋œ CUDA ์•„ํ‚คํ…์ฒ˜: 3.0
-- cuda ๋ฒ„์ „ 8.0์„ ์–ป์—ˆ์Šต๋‹ˆ๋‹ค.
-- FP16์„ ์ง€์›ํ•˜๋Š” CUDA๋ฅผ ์ฐพ์•˜์œผ๋ฉฐ, ํ† ์น˜๋กœ ์ปดํŒŒ์ผํ•ฉ๋‹ˆ๋‹ค.CudaHalfTensor
-- CUDA_NVCC_FLAGS: -DTH_INDEX_BASE=0 -I/Volumes/Data/Libraries/pytorch/torch/lib/tmp_install/include -I/Volumes/Data/Libraries/pytorch/torch/lib/tmp_install/include/TH -I/Volumes /๋ฐ์ดํ„ฐ/๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ/pytorch/torch/lib/tmp_install/include/THC;-gencode;arch=compute_30,code=sm_30;-DCUDA_HAS_FP16=1
-- THC_SO_VERSION: 1
-- ๊ตฌ์„ฑ ์™„๋ฃŒ
CMake ๊ฒฝ๊ณ (๊ฐœ๋ฐœ์ž):
์ •์ฑ… CMP0042๊ฐ€ ์„ค์ •๋˜์ง€ ์•Š์Œ: MACOSX_RPATH๋Š” ๊ธฐ๋ณธ์ ์œผ๋กœ ํ™œ์„ฑํ™”๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค. "cmake" ์‹คํ–‰
--help-policy CMP0042" ์ •์ฑ… ์„ธ๋ถ€ ์ •๋ณด. cmake_policy ๋ช…๋ น์„ ์‚ฌ์šฉํ•˜์—ฌ
์ •์ฑ…์„ ์„ค์ •ํ•˜๊ณ  ์ด ๊ฒฝ๊ณ ๋ฅผ ํ‘œ์‹œํ•˜์ง€ ๋งˆ์‹ญ์‹œ์˜ค.

MACOSX_RPATH๋Š” ๋‹ค์Œ ๋Œ€์ƒ์— ๋Œ€ํ•ด ์ง€์ •๋˜์ง€ ์•Š์•˜์Šต๋‹ˆ๋‹ค.

THC

์ด ๊ฒฝ๊ณ ๋Š” ํ”„๋กœ์ ํŠธ ๊ฐœ๋ฐœ์ž๋ฅผ ์œ„ํ•œ ๊ฒƒ์ž…๋‹ˆ๋‹ค. -Wno-dev๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ์–ต์ œํ•ฉ๋‹ˆ๋‹ค.

-- ์ƒ์„ฑ ์™„๋ฃŒ
-- ๋นŒ๋“œ ํŒŒ์ผ์€ /Volumes/Data/Libraries/pytorch/torch/lib/build/THC์— ์ž‘์„ฑ๋˜์—ˆ์Šต๋‹ˆ๋‹ค.
[ 3%] NVCC(์žฅ์น˜) ๊ฐ์ฒด CMakeFiles/THC.dir/THC_generated_THCHalf.cu.o ๋นŒ๋“œ
[ 3%] NVCC(์žฅ์น˜) ๊ฐœ์ฒด CMakeFiles/THC.dir/THC_generated_THCReduceApplyUtils.cu.o ๋นŒ๋“œ
[ 3%] NVCC(์žฅ์น˜) ๊ฐœ์ฒด CMakeFiles/THC.dir/THC_generated_THCSleep.cu.o ๋นŒ๋“œ
[ 5%] NVCC(์žฅ์น˜) ๊ฐœ์ฒด CMakeFiles/THC.dir/THC_generated_THCStorage.cu.o ๋นŒ๋“œ
[ 6%] NVCC(์žฅ์น˜) ๊ฐœ์ฒด CMakeFiles/THC.dir/THC_generated_THCStorageCopy.cu.o ๋นŒ๋“œ
[ 7%] NVCC(์žฅ์น˜) ๊ฐœ์ฒด CMakeFiles/THC.dir/THC_generated_THCBlas.cu.o ๋นŒ๋“œ
[ 8%] NVCC(์žฅ์น˜) ๊ฐœ์ฒด CMakeFiles/THC.dir/THC_generated_THCTensor.cu.o ๋นŒ๋“œ
[ 10%] NVCC(์žฅ์น˜) ๊ฐœ์ฒด CMakeFiles/THC.dir/THC_generated_THCTensorCopy.cu.o ๋นŒ๋“œ
nvcc fatal : GNU C/C++ ์ปดํŒŒ์ผ๋Ÿฌ๋Š” ๋” ์ด์ƒ Mac OS X์—์„œ ํ˜ธ์ŠคํŠธ ์ปดํŒŒ์ผ๋Ÿฌ๋กœ ์ง€์›๋˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.
THC_generated_THCReduceApplyUtils.cu.o์—์„œ CMake ์˜ค๋ฅ˜. cmake:207 (๋ฉ”์‹œ์ง€):
์ƒ์„ฑ ์ค‘ ์˜ค๋ฅ˜ ๋ฐœ์ƒ
/๋ณผ๋ฅจ/๋ฐ์ดํ„ฐ/๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ/pytorch/torch/lib/build/THC/CMakeFiles/THC.dir//./THC_generated_THCReduceApplyUtils.cu.o

nvcc fatal : GNU C/C++ ์ปดํŒŒ์ผ๋Ÿฌ๋Š” ๋” ์ด์ƒ Mac OS X์—์„œ ํ˜ธ์ŠคํŠธ ์ปดํŒŒ์ผ๋Ÿฌ๋กœ ์ง€์›๋˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.
nvcc fatal : GNU C/C++ ์ปดํŒŒ์ผ๋Ÿฌ๋Š” ๋” ์ด์ƒ Mac OS X์—์„œ ํ˜ธ์ŠคํŠธ ์ปดํŒŒ์ผ๋Ÿฌ๋กœ ์ง€์›๋˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.
nvcc fatal : GNU C/C++ ์ปดํŒŒ์ผ๋Ÿฌ๋Š” ๋” ์ด์ƒ Mac OS X์—์„œ ํ˜ธ์ŠคํŠธ ์ปดํŒŒ์ผ๋Ÿฌ๋กœ ์ง€์›๋˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.
nvcc fatal : GNU C/C++ ์ปดํŒŒ์ผ๋Ÿฌ๋Š” ๋” ์ด์ƒ Mac OS X์—์„œ ํ˜ธ์ŠคํŠธ ์ปดํŒŒ์ผ๋Ÿฌ๋กœ ์ง€์›๋˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.
nvcc fatal : GNU C/C++ ์ปดํŒŒ์ผ๋Ÿฌ๋Š” ๋” ์ด์ƒ Mac OS X์—์„œ ํ˜ธ์ŠคํŠธ ์ปดํŒŒ์ผ๋Ÿฌ๋กœ ์ง€์›๋˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.
make[2]: * [CMakeFiles/THC.dir/THC_generated_THCReduceApplyUtils.cu.o] ์˜ค๋ฅ˜ 1make[2]: * ๋๋‚˜์ง€ ์•Š์€ ์ž‘์—…์„ ๊ธฐ๋‹ค๋ฆฌ๋Š” ์ค‘....
THC_generated_THCBlas.cu.o์—์„œ CMake ์˜ค๋ฅ˜. cmake:207 (๋ฉ”์‹œ์ง€):
์ƒ์„ฑ ์ค‘ ์˜ค๋ฅ˜ ๋ฐœ์ƒ
/๋ณผ๋ฅจ/๋ฐ์ดํ„ฐ/๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ/pytorch/torch/lib/build/THC/CMakeFiles/THC.dir//./THC_generated_THCBlas.cu.o

nvcc fatal : GNU C/C++ ์ปดํŒŒ์ผ๋Ÿฌ๋Š” ๋” ์ด์ƒ Mac OS X์—์„œ ํ˜ธ์ŠคํŠธ ์ปดํŒŒ์ผ๋Ÿฌ๋กœ ์ง€์›๋˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.
nvcc fatal : GNU C/C++ ์ปดํŒŒ์ผ๋Ÿฌ๋Š” ๋” ์ด์ƒ Mac OS X์—์„œ ํ˜ธ์ŠคํŠธ ์ปดํŒŒ์ผ๋Ÿฌ๋กœ ์ง€์›๋˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.
THC_generated_THCSleep.cu.o์—์„œ CMake ์˜ค๋ฅ˜. cmake:207 (๋ฉ”์‹œ์ง€):
์ƒ์„ฑ ์ค‘ ์˜ค๋ฅ˜ ๋ฐœ์ƒ
/๋ณผ๋ฅจ/๋ฐ์ดํ„ฐ/๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ/pytorch/torch/lib/build/THC/CMakeFiles/THC.dir//./THC_generated_THCSleep.cu.o

THC_generated_THCStorage.cu.o์—์„œ CMake ์˜ค๋ฅ˜. cmake:207 (๋ฉ”์‹œ์ง€):
์ƒ์„ฑ ์ค‘ ์˜ค๋ฅ˜ ๋ฐœ์ƒ
/๋ณผ๋ฅจ/๋ฐ์ดํ„ฐ/๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ/pytorch/torch/lib/build/THC/CMakeFiles/THC.dir//./THC_generated_THCStorage.cu.o

THC_generated_THCTensor.cu.o์—์„œ CMake ์˜ค๋ฅ˜. cmake:207 (๋ฉ”์‹œ์ง€):
์ƒ์„ฑ ์ค‘ ์˜ค๋ฅ˜ ๋ฐœ์ƒ
/๋ณผ๋ฅจ/๋ฐ์ดํ„ฐ/๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ/pytorch/torch/lib/build/THC/CMakeFiles/THC.dir//./THC_generated_THCTensor.cu.o

THC_generated_THCHalf.cu.o์—์„œ CMake ์˜ค๋ฅ˜. cmake:207 (๋ฉ”์‹œ์ง€):
์ƒ์„ฑ ์ค‘ ์˜ค๋ฅ˜ ๋ฐœ์ƒ
/๋ณผ๋ฅจ/๋ฐ์ดํ„ฐ/๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ/pytorch/torch/lib/build/THC/CMakeFiles/THC.dir//./THC_generated_THCHalf.cu.o

THC_generated_THCTensorCopy.cu.o์—์„œ CMake ์˜ค๋ฅ˜. cmake:207 (๋ฉ”์‹œ์ง€):
์ƒ์„ฑ ์ค‘ ์˜ค๋ฅ˜ ๋ฐœ์ƒ
/๋ณผ๋ฅจ/๋ฐ์ดํ„ฐ/๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ/pytorch/torch/lib/build/THC/CMakeFiles/THC.dir//./THC_generated_THCTensorCopy.cu.o

THC_generated_THCStorageCopy.cu.o์—์„œ CMake ์˜ค๋ฅ˜. cmake:207 (๋ฉ”์‹œ์ง€):
์ƒ์„ฑ ์ค‘ ์˜ค๋ฅ˜ ๋ฐœ์ƒ
/๋ณผ๋ฅจ/๋ฐ์ดํ„ฐ/๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ/pytorch/torch/lib/build/THC/CMakeFiles/THC.dir//./THC_generated_THCStorageCopy.cu.o

make[2]: * [CMakeFiles/THC.dir/THC_generated_THCBlas.cu.o] ์˜ค๋ฅ˜ 1make[2]: [CMakeFiles/THC.dir/THC_generated_THCSleep.cu.o] ์˜ค๋ฅ˜ 1
make[2]: [CMakeFiles/THC.dir/THC_generated_THCStorage.cu.o] ์˜ค๋ฅ˜ 1make[2]: [CMakeFiles/THC.dir/THC_generated_THCHalf.cu.o] ์˜ค๋ฅ˜ 1
make[2]: [CMakeFiles/THC.dir/THC_generated_THCTensor.cu.o] ์˜ค๋ฅ˜ 1make[2]: [CMakeFiles/THC.dir/THC_generated_THCTensorCopy.cu.o] ์˜ค๋ฅ˜ 1
make[2]: [CMakeFiles/THC.dir/THC_generated_THCStorageCopy.cu.o] ์˜ค๋ฅ˜ 1make[1]: [CMakeFiles/THC.dir/all] ์˜ค๋ฅ˜ 2
make: ** [๋ชจ๋‘] ์˜ค๋ฅ˜ 2

๊ฐ€์žฅ ์œ ์šฉํ•œ ๋Œ“๊ธ€

Anaconda ๋””๋ ‰ํ† ๋ฆฌ๋ฅผ bash ์…ธ PATH ํ™˜๊ฒฝ ๋ณ€์ˆ˜์— ์ถ”๊ฐ€ํ•œ ๊ฒฝ์šฐ ๋‹ค์Œ์„ ์‹œ๋„ํ•˜์‹ญ์‹œ์˜ค.

CC=clang CXX=clang++ python setup.py install

๋ชจ๋“  3 ๋Œ“๊ธ€

ํ˜น์‹œ CC ๋˜๋Š” CXX ์ด ์„ค์ •๋˜์–ด ์žˆ์Šต๋‹ˆ๊นŒ? nvcc ๋Š” gcc ๋˜๋Š” g++ ๋ฅผ ๊ธฐ๋ณธ ์ปดํŒŒ์ผ๋Ÿฌ๋กœ ์ฐพ๊ณ  ์ด๋กœ ์ธํ•ด ์‹คํŒจํ•ฉ๋‹ˆ๋‹ค. ๊ทธ๊ฒƒ์„ ๊ตฌ์ถ•ํ•˜๋ ค๋ฉด ์ƒ๋‹นํžˆ od ๋ฒ„์ „์˜ Apple Clang(7.3.1 - Apple ๊ฐœ๋ฐœ์ž ํฌํ„ธ์—์„œ ์–ป์„ ์ˆ˜ ์žˆ์Œ)์„ ์‚ฌ์šฉํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

Anaconda ๋””๋ ‰ํ† ๋ฆฌ๋ฅผ bash ์…ธ PATH ํ™˜๊ฒฝ ๋ณ€์ˆ˜์— ์ถ”๊ฐ€ํ•œ ๊ฒฝ์šฐ ๋‹ค์Œ์„ ์‹œ๋„ํ•˜์‹ญ์‹œ์˜ค.

CC=clang CXX=clang++ python setup.py install

clang ๋งŒ ์‚ฌ์šฉํ•˜๋ฉด ์ž˜ ๋นŒ๋“œ๋ฉ๋‹ˆ๋‹ค. ๋ฌธ์ œ๋ฅผ ๋‹ซ์Šต๋‹ˆ๋‹ค.

์ด ํŽ˜์ด์ง€๊ฐ€ ๋„์›€์ด ๋˜์—ˆ๋‚˜์š”?
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