Pytorch: Manylinux๋กœ pip ํœ ์„ ๋‹ค์‹œ ๋นŒ๋“œํ•˜์‹ญ์‹œ์˜ค.

์— ๋งŒ๋“  2017๋…„ 01์›” 23์ผ  ยท  60์ฝ”๋ฉ˜ํŠธ  ยท  ์ถœ์ฒ˜: pytorch/pytorch

์„ค์น˜ ์ง€์นจ์„ ๋ณด๋ ค๋ฉด http://pytorch.org ๋กœ ์ด๋™ํ•˜์‹ญ์‹œ์˜ค.

์ด๊ฒƒ์€ ์ƒˆ๋กญ๊ณ  ์˜ค๋ž˜๋œ ๋‹ค์–‘ํ•œ Linux ๋ฐฐํฌํŒ์—์„œ ์ž‘๋™ํ•˜๋Š” ๋ฐ ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค.

Manylinux๋Š” CentOS5(์˜ˆ!) Docker ๋จธ์‹ ์— ํœ ์„ ๋นŒ๋“œํ•ฉ๋‹ˆ๋‹ค.

๊ฐ€์žฅ ์œ ์šฉํ•œ ๋Œ“๊ธ€

๋‚˜๋Š” ๊ฐ™์€ ๋ฌธ์ œ๊ฐ€ ์žˆ์—ˆ๊ณ  ํ•ด๊ฒฐ์ฑ…์„ ์ฐพ์•˜์Šต๋‹ˆ๋‹ค. ๊ธฐ๋ณธ์ ์œผ๋กœ ํ† ์น˜๋Š” ์ข…์† ํ•ญ๋ชฉ์— ๋‚˜์—ด๋˜์–ด ์žˆ๊ณ  ํœ ์ด ์žˆ๋Š” ์ด์ „ ๋นŒ๋“œ ๋ฒ„์ „์„ ๊ฐ์ง€ํ•˜์ง€ ๋ชปํ•˜๊ธฐ ๋•Œ๋ฌธ์— pip๋Š” "pip install torch"๋ฅผ ์‹คํ–‰ํ•˜๋ ค๊ณ  ํ•ฉ๋‹ˆ๋‹ค. ๋”ฐ๋ผ์„œ "pip install --no-deps torchvision"์„ ์‹คํ–‰ํ•˜๋ฉด ์ œ๋Œ€๋กœ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค.

๊ทธ๋ฆฌ๊ณ  ์ด๊ฒƒ์€ ํ† ์น˜๋น„์ „ ๋ฆฌํฌ์ง€ํ† ๋ฆฌ์—์„œ setup.py ํŒŒ์ผ์„ ์—…๋ฐ์ดํŠธํ•˜์—ฌ ์˜๊ตฌ์ ์œผ๋กœ ๊ณ ์น  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

๋ชจ๋“  60 ๋Œ“๊ธ€

์ด๊ฒƒ์€ ์ •๋ง ์–ด๋ฆฌ์„์€ ์ผ์ด์ง€๋งŒ PEP-513 ์„ ์ฝ๊ณ  TF์™€ ๋‹ค๋ฅธ ์‚ฌ๋žŒ๋“ค์ด ํ•˜๋Š” ์ผ์„ ์‚ดํŽด๋ณธ ํ›„ ๋ชจ๋“  ์‚ฌ์šฉ์ž ์‹คํŒจ๋Š” ํŒŒ์ผ ์ด๋ฆ„์œผ๋กœ ๊ท€๊ฒฐ๋˜์—ˆ์Šต๋‹ˆ๋‹ค.

์›น์‚ฌ์ดํŠธ pip install ๋ช…๋ น์—์„œ ํŒŒ์ผ ์ด๋ฆ„์„ ์ˆ˜์ •ํ–ˆ์Šต๋‹ˆ๋‹ค.

๋‚˜๋Š” ์—ฌ์ „ํžˆ ๋งŽ์€๋ฆฌ๋ˆ…์Šค ํœ ์„ ์„ค์ •ํ•  ์˜ˆ์ •์ด์ง€๋งŒ ์šฐ์„  ์ˆœ์œ„๋ฅผ ๋‚ฎ์ถค์œผ๋กœ ๋‚ฎ์ถฅ๋‹ˆ๋‹ค.

pip install pytorch ์‹คํ–‰ํ•˜๋ฉด RuntimeError: PyTorch does not currently provide packages for PyPI (see status at https://github.com/pytorch/pytorch/issues/566). $๊ฐ€ ์ธ์‡„๋ฉ๋‹ˆ๋‹ค. ์ด๊ฒƒ์€ ์ด ๋ฌธ์ œ์™€ ์ „ํ˜€ ๊ด€๋ จ์ด ์—†๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. ์•„๋งˆ๋„ #939๊ฐ€ ์˜๋„๋œ ๊ฒƒ์ž…๋‹ˆ๊นŒ ์•„๋‹ˆ๋ฉด #707?

pypi๋ฅผ ์ง€์›ํ•˜์ง€ ์•Š๋Š” ๊ฒฝ์šฐ ์‚ฌ์šฉ์ž๋ฅผ http://pytorch.org/ ๊ฐ€ ์•„๋‹Œ ์—ฌ๊ธฐ๋กœ ๋ณด๋‚ด๋Š” ์ด์œ ๋Š” ๋ฌด์—‡์ž…๋‹ˆ๊นŒ?
์•„๋‹ˆ๋ฉด ๊ทธ๋“ค์—๊ฒŒ ์ง์ ‘

pip install http://download.pytorch.org/whl/torch-0.1.10.post1-cp35-cp35m-macosx_10_6_x86_64.whl
pip install torchvision 

๋“ฑ, ํ”Œ๋žซํผ์— ๋”ฐ๋ผ

์•ˆ๋…•ํ•˜์„ธ์š” ์—ฌ๋Ÿฌ๋ถ„, ๋‘ ๋ฒˆ์งธ ๋ช…๋ น "pip install torchvision"์„ ์‹คํ–‰ํ•  ๋•Œ ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ–ˆ์œผ๋ฉฐ ์˜ค๋ฅ˜ ๋ณด๊ณ ์„œ๋Š” ๋‹ค์Œ๊ณผ ๊ฐ™์Šต๋‹ˆ๋‹ค.

ํ† ์น˜๋น„์ „ ์ˆ˜์ง‘
์บ์‹œ๋œ ํ† ์น˜๋น„์ „-0.1.8-py2.py3-none-any.whl ์‚ฌ์šฉ
ํ† ์น˜ ์ˆ˜์ง‘(torchvision์—์„œ)
์บ์‹œ๋œ ํ† ์น˜-0.1.2.post1.tar.gz ์‚ฌ์šฉ
python setup.py egg_info ๋ช…๋ น์˜ ์ „์ฒด ์ถœ๋ ฅ:
์—ญ์ถ”์ (๊ฐ€์žฅ ์ตœ๊ทผ ํ˜ธ์ถœ ๋งˆ์ง€๋ง‰):
ํŒŒ์ผ "\ ํŒŒ์ผ "/tmp/pip-build-hho2Nf/torch/setup.py", 11ํ–‰, \ ๋Ÿฐํƒ€์ž„ ์˜ค๋ฅ˜(README) ๋ฐœ์ƒ
๋Ÿฐํƒ€์ž„ ์˜ค๋ฅ˜: PyTorch๋Š” ํ˜„์žฌ PyPI์šฉ ํŒจํ‚ค์ง€๋ฅผ ์ œ๊ณตํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค(https://github.com/pytorch/pytorch/issues/566์—์„œ ์ƒํƒœ ์ฐธ์กฐ).
๋Œ€์‹  miniconda๋กœ ์„ค์น˜ํ•˜๋ ค๋ฉด http://pytorch.org/ ์˜ ์ง€์นจ์„ ๋”ฐ๋ฅด์‹ญ์‹œ์˜ค.
----------------------------------------
/tmp/pip-build-hho2Nf/torch/์˜ ์˜ค๋ฅ˜ ์ฝ”๋“œ 1๊ณผ ํ•จ๊ป˜ "python setup.py egg_info" ๋ช…๋ น์ด ์‹คํŒจํ–ˆ์Šต๋‹ˆ๋‹ค.

๋‚˜๋ฅผ ํ˜ผ๋ž€์Šค๋Ÿฝ๊ฒŒ ๋งŒ๋“  ๋ฌธ์ œ๋Š” ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ•œ "/tmp/pip-build-hho2Nf/torch/setup.py"๊ฐ€ ์ž„์‹œ ํŒŒ์ผ์ธ ๊ฒƒ ๊ฐ™๊ณ  11ํ–‰์— ๋ฌด์—‡์ด ์žˆ๋Š”์ง€ ์•Œ์ง€ ๋ชปํ•˜๋ฏ€๋กœ ๋ฌธ์ œ ๋””๋ฒ„๊น…์„ ์‹œ์ž‘ํ•˜์ง€ ๋งˆ์‹ญ์‹œ์˜ค. ์•„๋ฌด๋„ ์ด setup.py ํŒŒ์ผ์ด ๋ฌด์—‡์ธ์ง€ ๋งํ•ด ์ค„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ?

๋‚ด ์ปดํ“จํ„ฐ์—๋Š” ํ”„๋ก์‹œ๊ฐ€ ํ•„์š”ํ•˜์ง€๋งŒ pip ๋ช…๋ น์ด ๋‚ด ์ปดํ“จํ„ฐ์˜ ๋‹ค๋ฅธ ํŒจํ‚ค์ง€์™€ ์ž˜ ์ž‘๋™ํ•˜๊ธฐ ๋•Œ๋ฌธ์— ์ด๊ฒƒ์ด ์ ์ ˆํ•˜์ง€ ์•Š๋‹ค๊ณ  ์ƒ๊ฐํ•ฉ๋‹ˆ๋‹ค. ํ•œํŽธ, torchvision whl ํŒŒ์ผ์„ ๋‹ค์šด๋กœ๋“œํ•˜์—ฌ ๋กœ์ปฌ์— ์„ค์น˜ํ•˜๋ ค๊ณ  ํ•˜๋ฉด ๋™์ผํ•œ ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค.

๋‚ด ์šด์˜ ์ฒด์ œ๋Š” Ubuntu 16 LTS์—์„œ ํŒŒ์ƒ๋œ Linux mint 18์ž…๋‹ˆ๋‹ค. ๋‚ด ๋…ธํŠธ๋ถ(๋ฏผํŠธ 18 ์‹œ์Šคํ…œ๋„ ํฌํ•จ)์—์„œ ์ด ๋‘ ๊ฐœ์˜ pip ๋ช…๋ น์ด ์ œ๋Œ€๋กœ ์ž‘๋™ํ•˜๋Š” ๊ฒƒ์ด ์ด์ƒํ•ฉ๋‹ˆ๋‹ค.

๋„์›€๊ณผ ์‹œ๊ฐ„์„ ์ฃผ์…”์„œ ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค.

@Lowpassfilter ๋จผ์ € pytorch๋ฅผ ์„ค์น˜ํ•œ ๋‹ค์Œ torchvision์„ ์„ค์น˜ํ•ฉ๋‹ˆ๋‹ค.

@soumith ๋‹ค์Œ ๋‘ ๋ช…๋ น์„ ์˜๋ฏธํ•ฉ๋‹ˆ๊นŒ?

ํ• ์„ค์น˜ http://download.pytorch.org/whl/cu75/torch-0.1.12.post2-cp27-none-linux_x86_64.whl
ํ• ์„ค์น˜ ํ† ์น˜๋น„์ „

์ฒซ ๋ฒˆ์งธ ๋ช…๋ น์œผ๋กœ ๋ชจ๋“  ๊ฒƒ์ด ์ž˜๋˜์ง€๋งŒ ๋‘ ๋ฒˆ์งธ ๋ช…๋ น์€ ์œ„์—์„œ ์–ธ๊ธ‰ํ•œ ์˜ค๋ฅ˜๋ฅผ ์ƒ์„ฑํ•ฉ๋‹ˆ๋‹ค.

๋ฌธ์ œ๋Š” ์บ์‹œ๋œ ํŒŒ์ผ Using cached torch-0.1.2.post1.tar.gz ์„ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ๋‹ค๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค. pip ์บ์‹œ๋ฅผ ์ œ๊ฑฐํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. rm -rf ~/.cache/pip

Lowposfilter์™€ ๋™์ผํ•œ ๋ฌธ์ œ๊ฐ€ ๋ฐœ์ƒํ–ˆ๋Š”๋ฐ ์ž‘๋™ํ•˜์ง€ ์•Š์•˜์Šต๋‹ˆ๋‹ค.

๊ทธ๋ž˜์„œ ์šฐ์–ด. ์—ฌ๊ธฐ ์ƒํƒœ๊ฐ€ ์–ด๋–ป์Šต๋‹ˆ๊นŒ? ๊ทธ ์ง€์นจ์€ ํ† ์น˜๋น„์ „ ๋‹จ๊ณ„์—์„œ ๋™์ผํ•œ ์ •ํ™•ํ•œ ์˜ค๋ฅ˜๋กœ ๋‚˜๋ฅผ ์œ„ํ•ด ์ž‘๋™ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.

๋Ÿฐํƒ€์ž„ ์˜ค๋ฅ˜: PyTorch๋Š” ํ˜„์žฌ PyPI์šฉ ํŒจํ‚ค์ง€๋ฅผ ์ œ๊ณตํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค(https://github.com/pytorch/pytorch/issues/566์—์„œ ์ƒํƒœ ์ฐธ์กฐ).

์ด๊ฒƒ์ด ๋ช…์‹œ์ ์œผ๋กœ ์ง€์›๋˜์ง€ ์•Š๋Š” ๊ฒฝ์šฐ pytorch ์›น ์‚ฌ์ดํŠธ์— pip์— ๋Œ€ํ•œ ์ง€์นจ์ด ์žˆ๋Š” ์ด์œ ๋Š” ๋ฌด์—‡์ž…๋‹ˆ๊นŒ?
2.7์—์„œ๋Š” ์ž˜ ์ž‘๋™ํ•˜์ง€๋งŒ 3.5์—์„œ๋Š” ์ด์ƒํ•˜๊ฒŒ ์ž‘๋™ํ•˜์ง€ ์•Š๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. (ํŒŒ์ด์ฌ 3์˜ ๊ฒฝ์šฐ pip3์ด๊ธฐ ๋•Œ๋ฌธ์— ํ•ด๋‹น ์ง€์นจ์€ ์–ด์จŒ๋“  ๊บผ์ ธ ์žˆ์Œ)

@soumith ๋‚˜๋Š” ๊ทธ๊ฒƒ์„ ํ•ด๋ƒˆ๊ณ  ์ด๊ฒƒ์€ ๋‚˜๋ฅผ ์œ„ํ•ด ์ž‘๋™ํ•˜์ง€ ์•Š์•˜์Šต๋‹ˆ๋‹ค.

๋ฌด์‹ฌ์ฝ”, ์šฐ๋ฆฌ๋Š” ๋ฌด์—‡์„ํ•ด์•ผํ•ฉ๋‹ˆ๊นŒ?

๋ฌธ์ œ๋Š” ์บ์‹œ๋œ ํ† ์น˜-0.1.2.post1.tar.gz๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ์บ์‹œ๋œ ํŒŒ์ผ์„ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ๋‹ค๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค. pip ์บ์‹œ๋ฅผ ์ œ๊ฑฐํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. rm -rf ~/.cache/pip

์—ฌ๊ธฐ๊ฐ€ ๋ฌธ์ œ๊ฐ€ ์•„๋‹™๋‹ˆ๋‹ค.

https://pypi.python.org/pypi/torch ์˜ torch-0.1.2 tarball์ด ์†์ƒ๋˜์—ˆ์Šต๋‹ˆ๋‹ค(์œ„์— ๋ณด๊ณ ๋œ raise RuntimeError(README) ์˜ค๋ฅ˜). pip install torchvision ๋Š” torch ๋ฅผ ์ข…์†์„ฑ์œผ๋กœ ์„ค์น˜ํ•˜๋ ค๊ณ  ํ•˜๋ฉฐ ํ˜„์žฌ ์‹คํŒจํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ์ด๋ฅผ ํ”ผํ•˜๊ธฐ ์œ„ํ•ด ๋‹ค์Œ์„ ์‹œ๋„ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

$ sudo apt-get install cmake   # if not already installed
$ pip install git+https://github.com/pytorch/pytorch

๊ทธ๋Ÿฌ๋ฉด ์ตœ์†Œํ•œ PyPI tarball์˜ setup.py ํŒŒ์ผ์—์„œ ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•  ์ˆ˜ ์žˆ์ง€๋งŒ ๊ฒฐ๊ตญ ์ปดํŒŒ์ผ ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค.

In file included from /tmp/pip-D56ElD-build/torch/lib/TH/THVector.c:3:0:
/tmp/pip-D56ElD-build/torch/lib/TH/generic/THVectorDispatch.c: In function โ€˜THFloatVector_vectorDispatchInitโ€™:
/tmp/pip-D56ElD-build/torch/lib/TH/generic/simd/simd.h:114:3: error: inconsistent operand constraints in an โ€˜asmโ€™
   asm volatile ( "cpuid\n\t"
   ^
/tmp/pip-D56ElD-build/torch/lib/TH/generic/simd/simd.h:114:3: error: inconsistent operand constraints in an โ€˜asmโ€™
   asm volatile ( "cpuid\n\t"
   ^
make[2]: *** [CMakeFiles/TH.dir/THVector.c.o] Error 1
make[2]: *** Waiting for unfinished jobs....
make[1]: *** [CMakeFiles/TH.dir/all] Error 2
make: *** [all] Error 2

์ €๋Š” gcc 4.8.4๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ์ƒ๋‹นํžˆ ํ‘œ์ค€์ ์ธ Ubuntu ์„ค์น˜ ์ค‘์ด๋ฏ€๋กœ ํ˜„์žฌ ๋งˆ์Šคํ„ฐ๋„ ํ˜„์žฌ ์„ค์น˜ ๊ฐ€๋Šฅํ•œ ์ƒํƒœ๊ฐ€ ์•„๋‹ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

์˜ค๋ฅ˜๊ฐ€ ๋‚˜์—๊ฒŒ ๋Œ์•„์˜จ ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. ์ด ๋ฌธ์ œ์˜ ์›์ธ์€ ๋ฌด์—‡์ž…๋‹ˆ๊นŒ? ์–ด๋–ป๊ฒŒ ์ฐพ์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ?

์—ฌ๊ธฐ๋„ ๋งˆ์ฐฌ๊ฐ€์ง€!

๋„ค, ๊ทธ๋ƒฅ ๊ฐ€์„ธ์š”:

http://pytorch.org/

์ฃผ์–ด์ง„ ์ฃผ์†Œ๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ์„ค์น˜ํ•˜์‹ญ์‹œ์˜ค. ์ œ ๊ฒฝ์šฐ(osx 2.7 no cuda)๋Š” ๋‹ค์Œ๊ณผ ๊ฐ™์Šต๋‹ˆ๋‹ค.

ํ• ์„ค์น˜ http://download.pytorch.org/whl/torch-0.1.12.post2-cp27-none-macosx_10_7_x86_64.whl
ํ• ์„ค์น˜ ํ† ์น˜๋น„์ „

์žฌ๋ฏธ๋ฅผ!

์ด๋Ÿฌํ•œ ์„ค์น˜ ์ง€์นจ์ด ๋ชจ๋“  ์‚ฌ๋žŒ์—๊ฒŒ ์ ์šฉ๋˜๋Š” ๊ฒƒ์€ ์•„๋‹™๋‹ˆ๋‹ค. ์ด ์˜ค๋ฅ˜๊ฐ€ ์žˆ๋Š” ๋‘ ๋Œ€์˜ ์ปดํ“จํ„ฐ(๋‚ด ๋™๋ฃŒ)๋ฅผ ๋” ๋ฐœ๊ฒฌํ–ˆ์Šต๋‹ˆ๋‹ค. ๋ฌด์ž‘์œ„๋กœ ๋ฐœ์ƒํ•˜๋Š” ๊ฒƒ์œผ๋กœ ๋ณด์ด๋ฉฐ ์˜ค๋ฅ˜ ๋ฉ”์‹œ์ง€๋Š” ์ „ํ˜€ ๋„์›€์ด ๋˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.

์–ผ๋งˆ๋‚˜ ๋งŽ์€ ์‚ฌ๋žŒ๋“ค์ด pip๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ๋ฌผ๊ฑด์„ ์„ค์น˜ํ•˜๋Š”์ง€ ๊ณ ๋ คํ•  ๋•Œ ์ด ๋ฒ„๊ทธ์— "๋‚ฎ์€ ์šฐ์„  ์ˆœ์œ„"๋ผ๋Š” ํƒœ๊ทธ๊ฐ€ ์ง€์ •๋˜๋Š” ๊ฒƒ์ด ์ด์ƒํ•ด ๋ณด์ž…๋‹ˆ๋‹ค. ์„ค์น˜์˜ ์–ด๋ ค์›€์€ ๋‚ด๊ฐ€ ์ฒ˜์Œ์œผ๋กœ ๋ฐฐ์šธ ๋„๊ตฌ๋ฅผ ์„ ํƒํ•˜๋Š” ๋ฐ ์žˆ์–ด ํ•™์ƒ๊ณผ ์•„๋งˆ์ถ”์–ด๊ฐ€ ์™ธ๋ฉดํ•˜๋Š” ๊ฒƒ์„ ๋ณธ ๊ฒƒ ์ค‘ ๊ฐ€์žฅ ํฐ ๊ฒƒ์ž…๋‹ˆ๋‹ค. ์ œ๊ฐ€ ๊ฒฝํ—˜์ด ๋ถ€์กฑํ•ด์„œ ๋งํ•  ์ˆ˜๋Š” ์—†์ง€๋งŒ, ์ด๊ฒƒ์€ ๋ฏธ๋ž˜์— pytorch๊ฐ€ ์ฑ„ํƒ๋  ์ˆ˜์ค€์— ์˜ํ–ฅ์„ ๋ฏธ์น˜๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค.

์ด ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•˜๋ ค๋ฉด ์–ด๋–ป๊ฒŒ ํ•ด์•ผ ํ•ฉ๋‹ˆ๊นŒ?

@ThaHypnotoad์— ๋™์˜ํ•ฉ๋‹ˆ๋‹ค. ๋‚˜๋Š” ์ง€๊ธˆ ํ•œ ๋‹ฌ ์ด์ƒ์ด ์ˆ˜์ •์„ ๊ธฐ๋‹ค๋ฆฌ๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ๊ฐ™์€ ๋‹ฌ์— Tensorflow๊ฐ€ ๋” ํŽธํ•ด์ ธ์„œ pytorch๋กœ์˜ ์ „ํ™˜์ด ์˜์‹ฌ์Šค๋Ÿฝ์Šต๋‹ˆ๋‹ค.

์ƒˆ๋กœ์šด '๋ฌธ์ œ'๋ฅผ ์—ด๋ฉด ์ƒํ™ฉ์ด ๋‹ฌ๋ผ์งˆ๊นŒ์š”?

๋‚˜๋Š” ๊ฐ™์€ ๋ฌธ์ œ๊ฐ€ ์žˆ์—ˆ๊ณ  ํ•ด๊ฒฐ์ฑ…์„ ์ฐพ์•˜์Šต๋‹ˆ๋‹ค. ๊ธฐ๋ณธ์ ์œผ๋กœ ํ† ์น˜๋Š” ์ข…์† ํ•ญ๋ชฉ์— ๋‚˜์—ด๋˜์–ด ์žˆ๊ณ  ํœ ์ด ์žˆ๋Š” ์ด์ „ ๋นŒ๋“œ ๋ฒ„์ „์„ ๊ฐ์ง€ํ•˜์ง€ ๋ชปํ•˜๊ธฐ ๋•Œ๋ฌธ์— pip๋Š” "pip install torch"๋ฅผ ์‹คํ–‰ํ•˜๋ ค๊ณ  ํ•ฉ๋‹ˆ๋‹ค. ๋”ฐ๋ผ์„œ "pip install --no-deps torchvision"์„ ์‹คํ–‰ํ•˜๋ฉด ์ œ๋Œ€๋กœ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค.

๊ทธ๋ฆฌ๊ณ  ์ด๊ฒƒ์€ ํ† ์น˜๋น„์ „ ๋ฆฌํฌ์ง€ํ† ๋ฆฌ์—์„œ setup.py ํŒŒ์ผ์„ ์—…๋ฐ์ดํŠธํ•˜์—ฌ ์˜๊ตฌ์ ์œผ๋กœ ๊ณ ์น  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

@DjAntaki ์˜ ์†”๋ฃจ์…˜์ด ์ด ๋ฌธ์ œ๊ฐ€ ์žˆ๋Š” ๋ชจ๋“  ์ปดํ“จํ„ฐ์—์„œ ์ž‘๋™ํ•จ์„ ํ™•์ธํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

@DjAntaki ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค!

๊ทธ๋ž˜๋„ ์ง€๊ธˆ์€ pytorch๋ฅผ ์„ค์น˜ํ•  ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค
์ด ๋ช…๋ น์„ ์‹คํ–‰ํ–ˆ์Šต๋‹ˆ๋‹ค.

~ pip install http://download.pytorch.org/whl/cu75/torch-0.2.0.post1-cp36-cp36m-manylinux1_x86_64.whl 
pip install torchvision

๊ทธ๋ฆฌ๊ณ  ๋‚ด๊ฐ€ ์–ป๋Š” ์ถœ๋ ฅ์€ ๋‹ค์Œ๊ณผ ๊ฐ™์Šต๋‹ˆ๋‹ค.

torch-0.2.0.post1-cp36-cp36m-manylinux1_x86_64.whl์€ ์ด ํ”Œ๋žซํผ์—์„œ ์ง€์›๋˜์ง€ ์•Š๋Š” ํœ ์ž…๋‹ˆ๋‹ค.
ํ† ์น˜๋น„์ „ ์ˆ˜์ง‘
์บ์‹œ๋œ ํ† ์น˜๋น„์ „-0.1.9-py2.py3-none-any.whl ์‚ฌ์šฉ
ํ† ์น˜ ์ˆ˜์ง‘(torchvision์—์„œ)
์บ์‹œ๋œ ํ† ์น˜-0.1.2.post1.tar.gz ์‚ฌ์šฉ
python setup.py egg_info ๋ช…๋ น์˜ ์ „์ฒด ์ถœ๋ ฅ:
์—ญ์ถ”์ (๊ฐ€์žฅ ์ตœ๊ทผ ํ˜ธ์ถœ ๋งˆ์ง€๋ง‰):
ํŒŒ์ผ "", 1ํ–‰, ์—์„œ
ํŒŒ์ผ "/tmp/pip-build-Qy2Ipn/torch/setup.py", 11ํ–‰,
๋Ÿฐํƒ€์ž„ ์˜ค๋ฅ˜(README) ๋ฐœ์ƒ
๋Ÿฐํƒ€์ž„ ์˜ค๋ฅ˜: PyTorch๋Š” ํ˜„์žฌ PyPI์šฉ ํŒจํ‚ค์ง€๋ฅผ ์ œ๊ณตํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค(https://github.com/pytorch/pytorch/issues/566์—์„œ ์ƒํƒœ ์ฐธ์กฐ).

Please follow the instructions at http://pytorch.org/ to install with miniconda instead.


----------------------------------------

/tmp/pip-build-Qy2Ipn/torch/์˜ ์˜ค๋ฅ˜ ์ฝ”๋“œ 1๊ณผ ํ•จ๊ป˜ "python setup.py egg_info" ๋ช…๋ น์ด ์‹คํŒจํ–ˆ์Šต๋‹ˆ๋‹ค.

์šฐ๋ถ„ํˆฌ 16.04 LTS๋ฅผ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ๋‹ค๋ฅธ ๋ฐฉ๋ฒ•์ด ์žˆ์Šต๋‹ˆ๊นŒ?

"pip" ๋ฒ„์ „์„ ํ™•์ธํ•˜์‹ญ์‹œ์˜ค. ์—ฌ๋Ÿฌ ๊ฐœ์˜ ํŒŒ์ด์ฌ๊ณผ ํ•์ด ์žˆ๋Š” ๊ฒฝ์šฐ pip2 ๋˜๋Š” pip3์ด ๋  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ง€์นจ์ด ์›น์‚ฌ์ดํŠธ์—์„œ ๋” ๋ช…ํ™•ํ•ด์•ผ ํ•œ๋‹ค๊ณ  ์ƒ๊ฐํ•ฉ๋‹ˆ๋‹ค.

๊ด€์ฐฐ:
$pip install torchvision ์ž‘๋™
$sudo pip install torchvision ์ด(๊ฐ€) ์ž‘๋™ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ์ด์œ ๊ฐ€ ํ™•์‹คํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.

์ด๊ฒƒ์— ๋Œ€ํ•œ ์—…๋ฐ์ดํŠธ?

pytorch๊ฐ€ PyPI์— ์—†๋Š” ์ด์œ ๋Š” ๋ฌด์—‡์ž…๋‹ˆ๊นŒ?

ํ˜„์žฌ ์šฐ๋ฆฌ๋Š” PyPI ํŒ€์ด ๋ฐ”์ด๋„ˆ๋ฆฌ ํฌ๊ธฐ ์ œํ•œ์„ ๋Š˜๋ ค PyPI์— pytorch๋ฅผ ์—…๋กœ๋“œํ•  ์ˆ˜ ์žˆ๊ธฐ๋ฅผ ๊ธฐ๋‹ค๋ฆฌ๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ๋ฐ”ํ€ด๋Š” ๋งŽ์€linux1๋กœ ๋งŒ๋“ค์–ด์กŒ์Šต๋‹ˆ๋‹ค.

@soumith PyPi๊ฐ€ ํฌ๊ธฐ๋ฅผ ๋Š˜๋ฆด ๋•Œ ์–ด๋–ค ๋‹จ์„œ๋‚˜ ๋ฌธ์ œ๊ฐ€ ์žˆ์Šต๋‹ˆ๊นŒ?

๋ชจ๋ฅด๊ฒ ์–ด์š”. ๋‚˜๋Š” ๊ทธ๋“ค์„ ๋‹ค์‹œ ํ•‘ํ–ˆ๋‹ค. ๋‚˜๋Š” ๊ทธ๋“ค์ด ๋นจ๋ฆฌ ๋‹ต์žฅ์„ ๋ณด๋‚ด๊ฑฐ๋‚˜ ํฌ๊ธฐ๋ฅผ ๋Š˜๋ฆฌ๊ธฐ๋ฅผ ๋ฐ”๋ž๋‹ˆ๋‹ค.

@DjAntaki ์—์„œ ์œ„์—์„œ ์ž˜๋ผ๋‚ด์–ด ๋ถ™์—ฌ๋„ฃ๊ธฐ:
๋”ฐ๋ผ์„œ "pip install --no-deps torchvision"์„ ์‹คํ–‰ํ•˜๋ฉด ์ œ๋Œ€๋กœ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค.

์ด๊ฒƒ์€ Ubuntu 16.04 LTS์—์„œ ์ €์—๊ฒŒ ํšจ๊ณผ์ ์ด์—ˆ์Šต๋‹ˆ๋‹ค.

@DjAntaki ์˜ ์†”๋ฃจ์…˜์ด ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค.

๊ทธ๋ฆฌ๊ณ  ๋‚˜๋Š” ๋˜ ํ•˜๋‚˜๋ฅผ ์ฐพ์Šต๋‹ˆ๋‹ค.
virtualenv ์‚ฌ์šฉ
Ubuntu 16.04 LTS์—์„œ๋Š” ์•„๋ฌด ๋ฌธ์ œ๊ฐ€ ์—†์Šต๋‹ˆ๋‹ค.

@soumith @dstufft ์— ์—ฐ๋ฝํ•˜๋Š” ๊ฒƒ์€ ์–ด๋–ป์Šต๋‹ˆ๊นŒ? https://github.com/pypa/packaging-problems/issues/86#issuecomment -263464389 ์ฐธ์กฐ

์ตœ๊ทผ์— ์Šน์ธ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. pypi์— pytorch์˜ ๋‹ค์Œ ๋ฒ„์ „์„ ์—…๋กœ๋“œํ•  ๊ณ„ํš์ž…๋‹ˆ๋‹ค.

@Lowpassfilter ๊ฐ™์€ ๋ฌธ์ œ๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค. ๊ทธ๋ฆฌ๊ณ  ๊ทธ ์ด์œ ๋Š” pip ๋ฒ„์ „์ด ๋„ˆ๋ฌด ์˜ค๋ž˜๋˜์—ˆ๋‹ค๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.
๊ทธ๋ž˜์„œ "pip install --upgrade pip"๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ pip๋ฅผ ์—…๊ทธ๋ ˆ์ด๋“œํ•ฉ๋‹ˆ๋‹ค. ๊ทธ๋Ÿฐ ๋‹ค์Œ ๋ฌธ์ œ๊ฐ€ ์‚ฌ๋ผ์กŒ์Šต๋‹ˆ๋‹ค.

@thuwyq ๋‚˜๋Š” ํ”„๋ก์‹œ ๋’ค์—์„œ ์ผํ•˜๊ณ  ๋ถˆํ–‰ํžˆ๋„ ์ตœ์‹  ๋ฒ„์ „์˜ pip๋Š” ํ”„๋ก์‹œ ๋’ค์—์„œ ์‹คํŒจํ•˜๋ฏ€๋กœ ์ด์ „ ๋ฒ„์ „์˜ pip๋ฅผ ์‚ฌ์šฉํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. ์šด์ด ์ข‹๊ฒŒ๋„ @jlquinn ์˜ ๋‹ต๋ณ€์ด ๋„์›€์ด ๋ฉ๋‹ˆ๋‹ค. --no-deps์™€ ํ•จ๊ป˜ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค.

์‚ฌ๋žŒ๋“ค์ด ๋๊นŒ์ง€ ์ฝ์„ ํ•„์š”๊ฐ€ ์—†๋„๋ก @DjAntaki ์˜ ๋Œ“๊ธ€์„ ์ด ๋ฌธ์ œ์˜ ๋งจ ์œ„์— ๊ณ ์ •ํ•˜์„ธ์š”. ์„ฑ๊ฐ€์‹  ๋ฌธ์ œ์— ๋Œ€ํ•œ ๊ฐ„๋‹จํ•œ ์†”๋ฃจ์…˜์ž…๋‹ˆ๋‹ค.

@soumith PyPI ์—…๋กœ๋“œ๋ฅผ ๊ธฐ๋Œ€ํ•ฉ๋‹ˆ๋‹ค.

PyPI์— PyTorch 0.3.0์„ ์ถœ์‹œํ•  ๊ณ„ํš์ด ์•„์ง ์žˆ์Šต๋‹ˆ๊นŒ?

์žˆ๋‹ค. ๋‚˜๋Š” segfault ์‚ฌ๋žŒ๋“ค์ด pip ํŒจํ‚ค์ง€(libstdc++ ์ •์  ์—ฐ๊ฒฐ๊ณผ ๊ด€๋ จ๋จ)์—์„œ ๋ณด๊ณ  ์žˆ๋Š” ๊ฒƒ์„ ์ˆ˜์ •ํ•˜๋ ค๊ณ  ๋…ธ๋ ฅํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ์™„๋ฃŒ๋˜๋ฉด PyPI์— ํŒจํ‚ค์ง€๋ฅผ ์—…๋กœ๋“œํ•  ๊ฒƒ์ž…๋‹ˆ๋‹ค.

@soumith ์•ˆ๋…•ํ•˜์„ธ์š”, ์—…๋ฐ์ดํŠธ๊ฐ€ ์žˆ์Šต๋‹ˆ๊นŒ?

@pajjwal1
๋น„์Šทํ•œ ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ–ˆ์Šต๋‹ˆ๋‹ค. Sudo๊ฐ€ ํ•ด๊ฒฐํ–ˆ์Šต๋‹ˆ๋‹ค.

๋‚˜๋„ ๋น„์Šทํ•œ ์˜ค๋ฅ˜๊ฐ€ ์žˆ์—ˆ๋‹ค. Sudo๊ฐ€ ํ•ด๊ฒฐํ–ˆ์Šต๋‹ˆ๋‹ค.

DjAntaki์˜ ์†”๋ฃจ์…˜์ด ์‹œ์Šคํ…œ์˜ ๋‚ด์žฅ Python 3.6.3์ด ์žˆ๋Š” Ubuntu 17.10์—์„œ ์ž‘๋™ํ–ˆ์Œ์„ ํ™•์ธํ–ˆ์Šต๋‹ˆ๋‹ค. pytorch.org ์›น์‚ฌ์ดํŠธ์— ์ œ๊ณต๋œ ์ง€์นจ์€ ์•„์ง ์ตœ์‹  ๋ฒ„์ „์ด ์•„๋‹™๋‹ˆ๋‹ค. ๋ฐฉํ–ฅ์„ ์—…๋ฐ์ดํŠธํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

pip๋ฅผ ์—…๊ทธ๋ ˆ์ด๋“œํ•˜๊ณ  sudo ๋ฅผ ์‚ฌ์šฉํ•˜๋ฉด ์ž‘๋™ํ•˜๋Š”์ง€ ํ™•์ธํ•  ์ˆ˜ ์žˆ์ง€๋งŒ ์•ฝ๊ฐ„ ์ง€์ €๋ถ„ํ•ฉ๋‹ˆ๋‹ค. pip3 install --upgrade pip ๋ฅผ ์‹คํ–‰ํ•œ ํ›„ sudo ๊ฐ€ ํ•„์š”ํ•œ ์ด์œ ๋ฅผ ์•Œ๊ณ  ์žˆ์Šต๋‹ˆ๊นŒ?

๋ˆ„๊ตฐ๊ฐ€๊ฐ€ ํ˜ผ๋ž€์Šค๋Ÿฌ์›Œํ•˜๋Š” ๊ฒฝ์šฐ๋ฅผ ๋Œ€๋น„ํ•˜์—ฌ์ด ์ž‘์—…์„ ์ˆ˜ํ–‰ํ•˜๊ธฐ ์œ„ํ•ด ์ˆ˜ํ–‰ํ•œ ์ž‘์—…(Ubuntu 17.10์—์„œ):

  • pip3 install http://download.pytorch.org/whl/cu90/torch-0.3.1-cp36-cp36m-linux_x86_64.whl
  • pip3 install --upgrade pip
  • sudo pip3 install torchvision

๋งˆ์ง€๋ง‰ ๋‹จ๊ณ„๊ฐ€ pip์— ๋Œ€ํ•œ ๊ถŒํ•œ์„ ๋ณ€๊ฒฝํ•˜๊ณ  sudo๋ฅผ ๊ฐ•์ œ๋กœ ์‚ฌ์šฉํ•˜๋Š” ๊ฒƒ์ฒ˜๋Ÿผ ๋ณด์ž…๋‹ˆ๊นŒ? sudo ์—†์ด๋„ ์ž‘๋™ํ•˜๊ฒŒ ๋งŒ๋“œ๋Š” ๋ฐฉ๋ฒ•์— ๋Œ€ํ•œ ์•„์ด๋””์–ด๊ฐ€ ์žˆ์Šต๋‹ˆ๊นŒ?

๋‚˜๋Š” ๊ฐ™์€ ๋ฌธ์ œ๋ฅผ ๊ฐ€์ง€๊ณ ์žˆ๋‹ค. ๋‚˜๋Š” ์ด๊ฒƒ์„ ์ด๋Ÿฐ ์‹์œผ๋กœ ์‚ฌ๋ž‘ํ–ˆ์Šต๋‹ˆ๋‹ค.
pip3 ์„ค์น˜ --pip ์—…๊ทธ๋ ˆ์ด๋“œ
sudo pip3 ์„ค์น˜ ํ† ์น˜๋น„์ „

๋‚ด ๊ฒƒ์€ ubuntu16.04, cpu, python3.5์ž…๋‹ˆ๋‹ค.

๋”ฐ๋ผ์„œ PyTorch๋Š” ํ˜„์žฌ PyPI์šฉ ํŒจํ‚ค์ง€๋ฅผ ์ œ๊ณตํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค (์ ์–ด๋„ ๋‹น๋ถ„๊ฐ„์€).
์ธํ„ฐํ”„๋ฆฌํ„ฐ๊ฐ€ pip install torch ๋˜๋Š” pip install torchvision ๋ฅผ ์‹คํ–‰ํ•˜๋ ค๊ณ  ํ•ฉ๋‹ˆ๋‹ค.
๋‚˜๋ฅผ ์œ„ํ•ด ์ผํ•œ ์†”๋ฃจ์…˜(์ž‘์—…ํ•˜๋Š” PyCharm ํ”„๋กœ์ ํŠธ์— pytorch ๋ชจ๋“ˆ์„ ์ถ”๊ฐ€ํ•˜๊ธฐ ์œ„ํ•ด):

  1. pip ๋˜๋Š” conda(๋‚ด ๊ฒฝ์šฐ์—๋Š” miniconda)๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ์›น์‚ฌ์ดํŠธ(pytorch.org)์—์„œ pytorch ๋ฅผ ์„ค์น˜ํ•ฉ๋‹ˆ๋‹ค.
  2. ์„ค์ • -> ํ”„๋กœ์ ํŠธ ์ธํ„ฐํ”„๋ฆฌํ„ฐ๋กœ ์ด๋™ํ•ฉ๋‹ˆ๋‹ค.
  3. ๋กœ์ปฌ Python ์ธํ„ฐํ”„๋ฆฌํ„ฐ ์ถ”๊ฐ€ ๋กœ ์ด๋™ํ•˜์—ฌ Existing environment ๋ฅผ ์„ ํƒํ•ฉ๋‹ˆ๋‹ค.
  4. pytorch๊ฐ€ conda ๋˜๋Š” pip์™€ ํ•จ๊ป˜ ์„ค์น˜๋œ Python ํ™˜๊ฒฝ์„ ์„ ํƒํ•˜์‹ญ์‹œ์˜ค.

_๋‚ด ์„ค์ •: Ubuntu 16.04, Python 2.7, miniconda_

๋„์›€์ด ๋˜์—ˆ๊ธฐ๋ฅผ ๋ฐ”๋ž๋‹ˆ๋‹ค!

์ด์— ๋Œ€ํ•œ ์ƒํƒœ๋Š” ๋ฌด์—‡์ž…๋‹ˆ๊นŒ?

์ด๊ฒƒ์€ ๋‹ซ์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. PyPI์— ํ• ํœ ์„ ๋นŒ๋“œํ•˜๊ณ  ์—…๋กœ๋“œํ–ˆ์Šต๋‹ˆ๋‹ค.

`๋Ÿฐํƒ€์ž„ ์˜ค๋ฅ˜: PyTorch๋Š” ํ˜„์žฌ PyPI์šฉ ํŒจํ‚ค์ง€๋ฅผ ์ œ๊ณตํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค(https://github.com/pytorch/pytorch/issues/566์—์„œ ์ƒํƒœ ์ฐธ์กฐ).

๋Œ€์‹  miniconda๋กœ ์„ค์น˜ํ•˜๋ ค๋ฉด http://pytorch.org/ ์˜ ์ง€์นจ์„ ๋”ฐ๋ฅด์‹ญ์‹œ์˜ค.
I was using pip to install pytorch with the following command: pip3 ํ† ์น˜ ํ† ์น˜๋น„์ „ ์„ค์น˜`
pytorch.org์—์„œ ์ฐพ์•˜์Šต๋‹ˆ๋‹ค. ์ด ๋ฌธ์ œ๊ฐ€ ์ •๋ง ํ•ด๊ฒฐ๋˜์—ˆ์Šต๋‹ˆ๊นŒ?
๋‚ด Mac OS์—์„œ๋Š” ๋ชจ๋“  ๊ฒƒ์ด ์ž˜ ์ž‘๋™ํ•˜์ง€๋งŒ(python 3.6), Linux GPU ์„œ๋ฒ„(python 3.4)์— ์„ค์น˜ํ•˜๋ ค๊ณ  ํ•˜๋ฉด ์œ„์˜ ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ–ˆ์Šต๋‹ˆ๋‹ค.

@salavi pytorch๋Š” 3.4์šฉ ํŒจํ‚ค์ง€๋ฅผ ์ œ๊ณตํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ํ˜„์žฌ 3.5, 3.6, 2.7์šฉ ํŒจํ‚ค์ง€๋งŒ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค(๋‹ค์Œ ๋ฆด๋ฆฌ์Šค๋ถ€ํ„ฐ๋Š” 3.7).

์Šน10
pip3 ์„ค์น˜ ํ† ์น˜๋น„์ „์ด ์ž‘๋™ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค
ํ• ์„ค์น˜ ํ† ์น˜๋น„์ „ ์ž‘ํ’ˆ

๊ฐ€์ ธ์˜ค๊ธฐ ํ† ์น˜๋Š” ํ„ฐ๋ฏธ๋„์—์„œ ์ž‘๋™ํ•˜์ง€๋งŒ pycharm(win7)์—์„œ๋Š” ์ž‘๋™ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.

ํœ  ๋ชฉ๋ก์€ ์–ด๋””์—์„œ ์ฐพ์„ ์ˆ˜ ์žˆ๋‚˜์š”???!!! ์šฐ๋ถ„ํˆฌ์˜ ์ด์ „ ๋ฒ„์ „

์•ˆ๋…•

์•ˆ๋…•ํ•˜์„ธ์š”, ์ €๋Š” Win10์— ์žˆ์Šต๋‹ˆ๋‹ค. Python ๋ฒ„์ „์€ 3.6.5์ž…๋‹ˆ๋‹ค. ํ• ๋ฒ„์ „์€ 19.0.3์ž…๋‹ˆ๋‹ค.
pip install --no-deps torchvision์„ ์‹คํ–‰ํ•˜๊ณ  ์„ฑ๊ณต์ ์œผ๋กœ ์„ค์น˜ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
๊ทธ๋Ÿฐ๋ฐ ํ† ์น˜๋ฅผ ์„ค์น˜ํ•˜๋ ค๊ณ  ํ•˜๋Š”๋ฐ ์‹คํŒจํ•ฉ๋‹ˆ๋‹ค.
๋‚˜๋Š” ์ด๊ฒƒ์„ ์‹คํ–‰ํ•˜๋ ค๊ณ  :
pip3 ์„ค์น˜ ํ† ์น˜
ํ• ์„ค์น˜ ํ† ์น˜
pip3 ์„ค์น˜ --no-deps ํ† ์น˜
pip install --no-deps ํ† ์น˜
๋ชจ๋‘ ์‹คํŒจํ•ฉ๋‹ˆ๋‹ค. ๋™์ผํ•œ ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค.

c:>pip ์„ค์น˜ --no-deps ํ† ์น˜ -i https://pypi.mirrors.ustc.edu.cn/simple/
์ธ๋ฑ์Šค ๋ณด๊ธฐ: https://pypi.mirrors.ustc.edu.cn/simple/
ํšƒ๋ถˆ ๋ชจ์œผ๊ธฐ
์บ์‹œ๋œ https://mirrors.tuna.tsinghua.edu.cn/pypi/web/packages/5f/e9/bac4204fe9cb1a002ec6140b47f51affda1655379fe302a1caef421f9846/torch-0.1tar.g ์‚ฌ์šฉ
python setup.py egg_info ๋ช…๋ น์˜ ์ „์ฒด ์ถœ๋ ฅ:
์—ญ์ถ”์ (๊ฐ€์žฅ ์ตœ๊ทผ ํ˜ธ์ถœ ๋งˆ์ง€๋ง‰):
ํŒŒ์ผ "", 1ํ–‰, ์—์„œ
ํŒŒ์ผ "C:\Users\65140\AppData\Local\Temp\pip-install-417u5z60torchsetup.py", 11ํ–‰,
๋Ÿฐํƒ€์ž„ ์˜ค๋ฅ˜(README) ๋ฐœ์ƒ
๋Ÿฐํƒ€์ž„ ์˜ค๋ฅ˜: PyTorch๋Š” ํ˜„์žฌ PyPI์šฉ ํŒจํ‚ค์ง€๋ฅผ ์ œ๊ณตํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค(https://github.com/pytorch/pytorch/issues/566์—์„œ ์ƒํƒœ ์ฐธ์กฐ).

Please follow the instructions at http://pytorch.org/ to install with miniconda instead.


----------------------------------------

C:\Users\65140\AppData\Local\Temp\pip-install-417u5z60torch\์˜ ์˜ค๋ฅ˜ ์ฝ”๋“œ 1๊ณผ ํ•จ๊ป˜ "python setup.py egg_info" ๋ช…๋ น์ด ์‹คํŒจํ–ˆ์Šต๋‹ˆ๋‹ค.

์ด ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ–ˆ์Šต๋‹ˆ๋‹ค.
.wl ํŒŒ์ผ์„ ๋‹ค์šด๋กœ๋“œํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.
๋‚˜๋Š”์ด ๋ช…๋ น์„ ์‹œ๋„ :

pip3 ์„ค์น˜ http://download.pytorch.org/whl/cpu/torch-0.4.1-cp36-cp36m-win_amd64.whl
pip3 ํ† ์น˜๋น„์ „ ์„ค์น˜

์ด ๋ฌธ์ œ, ์ฆ‰ -> RuntimeError: PyTorch๋Š” ํ˜„์žฌ PyPI์šฉ ํŒจํ‚ค์ง€๋ฅผ ์ œ๊ณตํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค(#566์˜ ์ƒํƒœ ์ฐธ์กฐ). -> ๋‚ด ๊ฒฝ์šฐ(Windows์—์„œ)๋Š” 64๋น„ํŠธ ๋ฒ„์ „์˜ Python์„ ์„ค์น˜ํ•˜๊ณ  Python ๋ฐ ํ•ด๋‹น ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ์— ๋Œ€ํ•œ ๊ฒฝ๋กœ ๋ณ€์ˆ˜๋ฅผ ๋‹ค์‹œ ์ž‘์„ฑํ•˜์—ฌ ํ•ด๊ฒฐ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ๊ฒฝ๋กœ๋ฅผ ์—…๋ฐ์ดํŠธํ•œ ํ›„ ์žฌ๋ถ€ํŒ…์„ ์‹œ๋„ํ•˜์‹ญ์‹œ์˜ค. ๊ทธ๋ฆฌ๊ณ  ๋‚˜์„œ ์˜ค๋ฅ˜ ์—†์ด PyTorch๋ฅผ ์ž์œ ๋กญ๊ฒŒ ์„ค์น˜ํ•  ์ˆ˜ ์žˆ์—ˆ์Šต๋‹ˆ๋‹ค.

๋‚˜๋Š” ๊ฐ™์€ ๋ฌธ์ œ๊ฐ€ ์žˆ์—ˆ๊ณ  ํ•ด๊ฒฐ์ฑ…์„ ์ฐพ์•˜์Šต๋‹ˆ๋‹ค. ๊ธฐ๋ณธ์ ์œผ๋กœ ํ† ์น˜๋Š” ์ข…์† ํ•ญ๋ชฉ์— ๋‚˜์—ด๋˜์–ด ์žˆ๊ณ  ํœ ์„ ์‚ฌ์šฉํ•˜์—ฌ ์ด์ „ ๋นŒ๋“œ๋ฅผ ๊ฐ์ง€ํ•˜์ง€ ์•Š๊ธฐ ๋•Œ๋ฌธ์— pip๋Š” "pip install torch"๋ฅผ ์‹คํ–‰ํ•˜๋ ค๊ณ  ํ•ฉ๋‹ˆ๋‹ค. ๋”ฐ๋ผ์„œ "pip install --no-deps torchvision"์„ ์‹คํ–‰ํ•˜์‹ญ์‹œ์˜ค.

์ด๋Š” ํ† ์น˜๋น„์ „ ๋ฆฌํฌ์ง€ํ† ๋ฆฌ์—์„œ setup.py ํŒŒ์ผ์„ ์—…๋ฐ์ดํŠธํ•˜์—ฌ ์˜๊ตฌ์ ์œผ๋กœ ์ˆ˜์ •ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

์ด ๋ฐฉ๋ฒ•์„ ์‹œ๋„ํ•ด๋„ ๋ฌธ์ œ๊ฐ€ ํ•ด๊ฒฐ๋ ์ง€ ํ™•์‹ ํ•  ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.

(pytorch) C:\Windows\system32>pip ์„ค์น˜ ํ† ์น˜
ํšƒ๋ถˆ ๋ชจ์œผ๊ธฐ
์บ์‹œ๋œ https://files.pythonhosted.org/packages/5f/e9/bac4204fe9cb1a002ec6140b47f51affda1655379fe302a1caef421f9846/torch-0.1.2.post1.tar.gz ์‚ฌ์šฉ
์˜ค๋ฅ˜: python setup.py egg_info ๋ช…๋ น์˜ ์ถœ๋ ฅ ์™„๋ฃŒ:
์˜ค๋ฅ˜: ์—ญ์ถ”์ (๊ฐ€์žฅ ์ตœ๊ทผ ํ˜ธ์ถœ ๋งˆ์ง€๋ง‰):
ํŒŒ์ผ "", 1ํ–‰, ์—์„œ
ํŒŒ์ผ "C:\Users\PanPan\AppData\Local\Temp\pip-install-a6nog5b5torchsetup.py", ๋ผ์ธ 11,
๋Ÿฐํƒ€์ž„ ์˜ค๋ฅ˜(README) ๋ฐœ์ƒ
๋Ÿฐํƒ€์ž„ ์˜ค๋ฅ˜: PyTorch๋Š” ํ˜„์žฌ PyPI์šฉ ํŒจํ‚ค์ง€๋ฅผ ์ œ๊ณตํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค(https://github.com/pytorch/pytorch/issues/566์—์„œ ์ƒํƒœ ์ฐธ์กฐ).

Please follow the instructions at http://pytorch.org/ to install with miniconda instead.

----------------------------------------

์˜ค๋ฅ˜: C:\Users\PanPan\AppData\Local\Temp\pip-install-a6nog5b5torch\์˜ ์˜ค๋ฅ˜ ์ฝ”๋“œ 1๊ณผ ํ•จ๊ป˜ "python setup.py egg_info" ๋ช…๋ น์ด ์‹คํŒจํ–ˆ์Šต๋‹ˆ๋‹ค.

@ Man1029 , ๋‹ค์Œ ๋ช…๋ น์„ ํ†ตํ•ด ์ตœ์‹  ํ† ์น˜ ๋˜๋Š” ํ† ์น˜๋น„์ „ ํŒจํ‚ค์ง€๋ฅผ ์–ป์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
conda install pytorch-cpu torchvision-cpu -c pytorch (CPU๋งŒ ํ•ด๋‹น)
๊ธฐ๋ณธ์ ์œผ๋กœ Anaconda ํด๋ผ์šฐ๋“œ ์—์„œ ์‚ฌ์šฉ ๊ฐ€๋Šฅํ•œ conda ํŒจํ‚ค์ง€๋ฅผ ์‚ฌ์šฉํ•ฉ๋‹ˆ๋‹ค.

๋‚˜๋Š” ๊ฐ™์€ ๋ฌธ์ œ๊ฐ€ ์žˆ์—ˆ๊ณ  ํ•ด๊ฒฐ์ฑ…์„ ์ฐพ์•˜์Šต๋‹ˆ๋‹ค. ๊ธฐ๋ณธ์ ์œผ๋กœ ํ† ์น˜๋Š” ์ข…์† ํ•ญ๋ชฉ์— ๋‚˜์—ด๋˜์–ด ์žˆ๊ณ  ํœ ์ด ์žˆ๋Š” ์ด์ „ ๋นŒ๋“œ ๋ฒ„์ „์„ ๊ฐ์ง€ํ•˜์ง€ ๋ชปํ•˜๊ธฐ ๋•Œ๋ฌธ์— pip๋Š” "pip install torch"๋ฅผ ์‹คํ–‰ํ•˜๋ ค๊ณ  ํ•ฉ๋‹ˆ๋‹ค. ๋”ฐ๋ผ์„œ "pip install --no-deps torchvision"์„ ์‹คํ–‰ํ•˜๋ฉด ์ œ๋Œ€๋กœ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค.

๊ทธ๋ฆฌ๊ณ  ์ด๊ฒƒ์€ ํ† ์น˜๋น„์ „ ๋ฆฌํฌ์ง€ํ† ๋ฆฌ์—์„œ setup.py ํŒŒ์ผ์„ ์—…๋ฐ์ดํŠธํ•˜์—ฌ ์˜๊ตฌ์ ์œผ๋กœ ๊ณ ์น  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

๊ณ ๋งˆ์›Œ ์นœ๊ตฌ!

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