Numpy: ImportError: libopenblasp-r0-39a31c03.2.18.so: ๊ณต์œ  ๊ฐœ์ฒด ํŒŒ์ผ์„ ์—ด ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค: ํ•ด๋‹น ํŒŒ์ผ ๋˜๋Š” ๋””๋ ‰ํ„ฐ๋ฆฌ๊ฐ€ ์—†์Šต๋‹ˆ๋‹ค.

์— ๋งŒ๋“  2016๋…„ 09์›” 21์ผ  ยท  18์ฝ”๋ฉ˜ํŠธ  ยท  ์ถœ์ฒ˜: numpy/numpy

์ด์ „์—๋Š” numpy๋ฅผ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์ง€๋งŒ ๊ฐ‘์ž๊ธฐ ๊ณ ์žฅ๋‚ฌ์Šต๋‹ˆ๋‹ค. ์ด์œ ๋ฅผ ๋ชจ๋ฅด๊ฒ ์Šต๋‹ˆ๋‹ค. ๋ˆ„๊ตฐ๊ฐ€ ๋‚˜๋ฅผ ๋„์šธ ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ? ์ตœ๊ทผ์— anaconda๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ tensorflow๋ฅผ ์„ค์น˜ํ–ˆ์Šต๋‹ˆ๋‹ค.
`
Python 2.7.12 |Anaconda ์‚ฌ์šฉ์ž ์ง€์ •(64๋น„ํŠธ)| (๊ธฐ๋ณธ๊ฐ’, 2016๋…„ 7์›” 2์ผ, 17:42:40)
linux2์˜ [GCC 4.4.7 20120313(Red Hat 4.4.7-1)]
์ž์„ธํ•œ ๋‚ด์šฉ์„ ๋ณด๋ ค๋ฉด "๋„์›€๋ง", "์ €์ž‘๊ถŒ", "ํฌ๋ ˆ๋”ง" ๋˜๋Š” "๋ผ์ด์„ผ์Šค"๋ฅผ ์ž…๋ ฅํ•˜์‹ญ์‹œ์˜ค.
Anaconda๋Š” Continuum Analytics์—์„œ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค.
http://continuum.io/thanks ๋ฐ https://anaconda.org๋ฅผ ํ™•์ธ

์ˆ˜์ž… numpy
์—ญ์ถ”์ (๊ฐ€์žฅ ์ตœ๊ทผ ํ˜ธ์ถœ ๋งˆ์ง€๋ง‰):
ํŒŒ์ผ "", 1ํ–‰, ์—์„œ
ํŒŒ์ผ "/home/chentao/software/anaconda2/lib/python2.7/site-packages/numpy/ init .py", 180ํ–‰,
์—์„œ . add_newdocs ๊ฐ€์ ธ์˜ค๊ธฐ
ํŒŒ์ผ "/home/chentao/software/anaconda2/lib/python2.7/site-packages/numpy/add_newdocs.py", 13ํ–‰,
numpy.lib์—์„œ add_newdoc ๊ฐ€์ ธ์˜ค๊ธฐ
ํŒŒ์ผ "/home/chentao/software/anaconda2/lib/python2.7/site-packages/numpy/lib/ ์ดˆ๊ธฐํ™” ํ‰", 8 ํ˜ธ์„ ์—
.type_check์—์„œ ๊ฐ€์ ธ์˜ค๊ธฐ *
ํŒŒ์ผ "/home/chentao/software/anaconda2/lib/python2.7/site-packages/numpy/lib/type_check.py", 11ํ–‰,
numpy.core.numeric์„ _nx๋กœ ๊ฐ€์ ธ์˜ค๊ธฐ
ํŒŒ์ผ "/home/chentao/software/anaconda2/lib/python2.7/site-packages/numpy/core/__init__.py", 14ํ–‰,
์—์„œ . ๋‹ค์ค‘ ๋ฐฐ์—ด ๊ฐ€์ ธ์˜ค๊ธฐ
ImportError: libopenblasp-r0-39a31c03.2.18.so: ๊ณต์œ  ๊ฐœ์ฒด ํŒŒ์ผ์„ ์—ด ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค: ํ•ด๋‹น ํŒŒ์ผ ๋˜๋Š” ๋””๋ ‰ํ„ฐ๋ฆฌ๊ฐ€ ์—†์Šต๋‹ˆ๋‹ค.
`

๊ฐ€์žฅ ์œ ์šฉํ•œ ๋Œ“๊ธ€

๋‚˜๋ฅผ ์œ„ํ•ด @cjsg ์˜ ์†”๋ฃจ์…˜์ด ์ž‘๋™ํ•˜์ง€ ์•Š์•˜์ง€๋งŒ ๋‹ค์Œ ์ค‘ ํ•˜๋‚˜๊ฐ€ ์ž‘๋™ํ–ˆ์Šต๋‹ˆ๋‹ค(Ubuntu 16.04์—์„œ).
conda install -c conda-forge numpy ๋˜๋Š”
conda install -c anaconda numpy

https://anaconda.org/conda-forge/numpy
https://anaconda.org/anaconda/numpy

๋ชจ๋“  18 ๋Œ“๊ธ€

์ด๊ฒƒ์„ ๋ชฉ๋ก์— ๊ฒŒ์‹œํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ? ์งˆ๋ฌธํ•˜๊ธฐ์— ์ ์ ˆํ•œ ๊ณณ์ž…๋‹ˆ๋‹ค. ๋‹น์‹ ์€ ๋˜ํ•œ ์•„๋‚˜์ฝ˜๋‹ค ์‚ฌ๋žŒ๋“ค์—๊ฒŒ ๋ฌผ์–ด๋ณผ ์ˆ˜๋„ ์žˆ์Šต๋‹ˆ๋‹ค.

@charris ๋ชฉ๋ก์ด๋ž€ ๋ฌด์—‡์„ ์˜๋ฏธํ•ฉ๋‹ˆ๊นŒ?

๋‚˜๋Š” ์ด๊ฒƒ์ด Stefan vdW๊ฐ€ ์—ฌ๊ธฐ์—์„œ ์–ธ๊ธ‰ํ•œ ๋ฌธ์ œ๋ผ๊ณ  ์ƒ๊ฐํ•ฉ๋‹ˆ๋‹ค. https://github.com/scipy/scipy.org/pull/179#issuecomment -247179912

conda๋กœ numpy๋ฅผ ๋‹ค์‹œ ์„ค์น˜ํ•ด ๋ณผ๊นŒ์š”?

๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค. @charris @matthew-brett numpy ํด๋” anaconda2/lib/python2.7/site-packages๋ฅผ anaconda2/envs/tensorflow/lib/python2.7/site-packages์˜ numpy ํด๋”๋กœ ๊ต์ฒดํ•˜์—ฌ ์ด ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ–ˆ์Šต๋‹ˆ๋‹ค.

์—ฌ๊ธฐ์— ์šฐ๋ฆฌ๊ฐ€ ์ˆ˜์ •ํ•ด์•ผ ํ•  ๋ฌธ์ œ๊ฐ€ ์žˆ๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค... ๋ฌธ์ œ๋Š” ๊ทธ๋“ค์ด ์šฐ๋ฆฌ๊ฐ€ ๋ฐฐํฌํ•˜๋Š” ๊ณต์‹ ํœ ์„ ์„ค์น˜ํ–ˆ๋Š”๋ฐ ์–ด๋–ป๊ฒŒ๋“  ๊ณ ์žฅ๋‚ฌ๋‹ค๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค. AFAIK ํ•ด๋‹น ์˜ค๋ฅ˜ ๋ฉ”์‹œ์ง€๋ฅผ ๋ฐ›์„ ์ˆ˜ ์—†์–ด์•ผ ํ•˜๋ฏ€๋กœ ๋ถˆ๊ฐ€์‚ฌ์˜ํ•œ ์ผ์ด ์ง„ํ–‰๋˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค .

๋ฌผ๋ก  ์•„๋‚˜์ฝ˜๋‹ค ํ™˜๊ฒฝ์— NumPy์™€ ํœ ์„ ์„ค์น˜ ์ผ๋ฐ˜์ ์œผ๋กœ ๋‚˜๋Š” ๊ฒฝ์šฐ๊ฐ€ ์•„๋‚˜์ฝ˜๋‹ค ๋ฒ„๊ทธ์˜ ์ผ์ข… ๊ฐ™์•„์š” (๋•Œ๋ฌธ์— CONDA ์ œํ•œ์˜ ์žฅ๊ธฐ์ ์œผ๋กœ ๊ทธ ํ™˜๊ฒฝ์„ ํŒŒ๊ดดํ•˜๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค pip install tensorflow ์•„๋‚˜์ฝ˜๋‹ค ํ™˜๊ฒฝ ๋‚ด๋ถ€์˜ ํ˜ผ๋ž€๊ณผ ์ƒ๊ฐ๋ฉ๋‹ˆ๋‹ค numpy๊ฐ€ ์„ค์น˜๋˜์–ด ์žˆ์ง€ ์•Š์Šต๋‹ˆ๊นŒ?), ํ•˜์ง€๋งŒ ํœ ์„ ์„ค์น˜ํ•œ ํ›„ numpy _ought_๋ฅผ ๊ฐ€์ ธ์™€์„œ ๋ˆ„๋ฝ๋œ ํŒŒ์ผ ์—†์ด ์ž‘๋™ํ•˜๊ณ  ์—ฌ๋Ÿฌ ์‚ฌ๋žŒ์ด ์น˜๋Š” ๊ฒฝ์šฐ ๊ฒฐ๊ตญ ์•Œ์•„๋‚ด์•ผ ํ•  ๊ฒƒ์ž…๋‹ˆ๋‹ค...

๋‚˜๋Š” conda ํ™˜๊ฒฝ์—์„œ ๋™์ผํ•œ ๋ฌธ์ œ๋ฅผ ๊ฒช๊ณ  ์žˆ์œผ๋ฉฐ gpu ์ง€์›์œผ๋กœ tensorflow๋ฅผ ์„ค์น˜ํ•  ๋•Œ๋งŒ ์‹œ์ž‘๋˜์—ˆ์Šต๋‹ˆ๋‹ค.

์ด์ƒํ•˜๊ฒŒ๋„ pip๋กœ numpy๋ฅผ ๋จผ์ € ์„ค์น˜ํ•˜๊ณ  matplotlib์™€ ๊ฐ™์ด ํ•„์š”ํ•œ ๊ฒƒ์„ ์„ค์น˜ํ•˜๋ฉด conda๊ฐ€ ๋‹ค์‹œ ์„ค์น˜ํ•˜๊ณ  ๋ชจ๋“  ๊ฒƒ์ด ์ž˜ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค.

GPU tensorflow๋กœ ์—…๊ทธ๋ ˆ์ด๋“œํ•  ๋•Œ๋„ ๊ฐ™์€ ๋ฌธ์ œ๊ฐ€ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค. ์ด ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•œ ์‚ฌ๋žŒ์ด ์žˆ์Šต๋‹ˆ๊นŒ?

์—ฌ๊ธฐ์— ์šฐ๋ฆฌ๊ฐ€ ์ˆ˜์ •ํ•ด์•ผ ํ•  ๋ฌธ์ œ๊ฐ€ ์žˆ๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค... ๋ฌธ์ œ๋Š” ๊ณต์‹ ํœ ์„ ์„ค์น˜ํ–ˆ๋‹ค๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.

@njsmith ํœ  ์„ค์น˜๋ผ๊ณ  ์–ด๋–ป๊ฒŒ ์ถ”๋ก ํ•˜์…จ๋‚˜์š”? conda-forge numpy๋Š” OpenBLAS์— ๋Œ€ํ•ด ๊ตฌ์ถ•๋œ ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค.

๋ชจ๋‘, ์„ค์น˜ ํ•œ numpy ๋ฒ„์ „๊ณผ conda ๋˜๋Š” pip์— ์˜ํ•ด ์„ค์น˜๋˜์—ˆ๋Š”์ง€ ์ •ํ™•ํžˆ ํ™•์ธํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ?

@rgommers : libopenblasp-r0-39a31c03.2.18.so ๋Š” auditwheel์— ์˜ํ•ด ์ƒ์„ฑ๋œ ๋งน๊ธ€๋ง๋œ ์ด๋ฆ„์ด๊ธฐ ๋•Œ๋ฌธ์— conda-forge๋Š” auditwheel์„ ์‚ฌ์šฉํ•˜์ง€ ์•Š๋Š”๋‹ค๊ณ  ์ƒ๊ฐํ•ฉ๋‹ˆ๋‹ค. AFAIK๊ฐ€ ํ•ด๋‹น ์˜ค๋ฅ˜ ๋ฉ”์‹œ์ง€๋ฅผ ์–ป๋Š” ์œ ์ผํ•œ ๋ฐฉ๋ฒ•์€ ๊ณต์‹ numpy ํœ  ๋นŒ๋“œ๋ฅผ ๊ฐ€์ ธ์˜ค๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.

@rgommers : libopenblasp-r0-39a31c03.2.18.so๊ฐ€ auditwheel์— ์˜ํ•ด ์ƒ์„ฑ๋œ ๋งน๊ธ€๋ง๋œ ์ด๋ฆ„์ด๊ธฐ ๋•Œ๋ฌธ์— conda-forge๊ฐ€ auditwheel์„ ์‚ฌ์šฉํ•œ๋‹ค๊ณ  ์ƒ๊ฐํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.

์•„, ๋ง์ด ๋˜๋„ค์š”. ์‹ค์ œ๋กœ conda-forge ๋นŒ๋“œ์—์„œ๋Š” ๊ฐ์‚ฌํœ ์„ ์‚ฌ์šฉํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.

์ฝ˜๋‹ค์™€ numpy ํœ ์„ ํ˜ผํ•ฉํ•ด์„œ๋Š” ์•ˆ๋ฉ๋‹ˆ๋‹ค. Conda๋Š” numpy๋ฅผ ํŠน์ˆ˜ ์ผ€์ด์Šค๋กœ ์ง€์ •ํ•˜๊ณ  ์„ค์น˜ํ•  numpy ๋ฒ„์ „์— ๋Œ€ํ•ด ๋ชจ๋“  ํŒจํ‚ค์ง€๋ฅผ ๋นŒ๋“œํ•ฉ๋‹ˆ๋‹ค. ํ• ํœ ์˜ ๊ฒฝ์šฐ ๊ทธ๋ ‡์ง€ ์•Š์œผ๋ฏ€๋กœ ์‹ฌ๊ฐํ•œ ํŒŒ์†์˜ ๊ฐ€๋Šฅ์„ฑ์ด ์žˆ์Šต๋‹ˆ๋‹ค.

์•„, ์ด๊ฒƒ์ด ๋ฌธ์ œ์—ฌ์•ผ ํ•ฉ๋‹ˆ๋‹ค: https://github.com/conda-forge/tensorflow-feedstock/blob/master/recipe/build.sh. conda ํŒจํ‚ค์ง€๋Š” ์†Œ์Šค์—์„œ ๋นŒ๋“œํ•œ ๊ฒƒ์ด ์•„๋‹ˆ๋ผ ๋‹ค์‹œ ํŒจํ‚ค์ง•๋œ ํœ ์ž…๋‹ˆ๋‹ค. ๊ทธ๋ž˜์„œ ๊ทธ๊ฒƒ์€ ์‚ฌ์šฉํ•  ์ˆ˜์—†๋Š” numpy์— ์—ฐ๊ฒฐ๋ฉ๋‹ˆ๋‹ค. ์—ฌ๊ธฐ์— ์ถ”์  ์—ญ์ถ”์ ์„ ๋ณด๊ณ ํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ์ •ํ™•ํžˆ ์•Œ์ง€ ๋ชปํ•˜์ง€๋งŒ ๋น„์ •์ƒ์ ์œผ๋กœ ๋ณด์ž…๋‹ˆ๋‹ค.

์˜์‹ฌ์Šค๋Ÿฌ์›Œ ๋ณด์ด์ง€๋งŒ numpy์˜ numpy/core/multiarray.so ๊ฐ€ numpy/.libs/libopenblasp-r0-39a31c03.2.18.so ์—์„œ ์–ด๋–ป๊ฒŒ ์—ฐ๊ฒฐ์ด ๋Š์–ด์งˆ ์ˆ˜ ์žˆ๋Š”์ง€ ์—ฌ์ „ํžˆ ์ดํ•ดํ•˜์ง€ ๋ชปํ•ฉ๋‹ˆ๋‹ค. ๊ทธ๋ฆฌ๊ณ  ๋ฐฉ๊ธˆ tensorflow 1.1.0 py36 ํœ ์„ ๋‹ค์šด๋กœ๋“œํ–ˆ๋Š”๋ฐ ๊ทธ ์•ˆ์— auditwheel ์ƒ์„ฑ ๊ฐ€์ ธ์˜ค๊ธฐ๊ฐ€ ์—†๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค...

conda ๋จผ์ € anaconda2/lib/python2.7/site-packages/numpy numpy๋ฅผ ์„ค์น˜ํ•˜๊ณ  pip ๋Š” ๊ฐ™์€ ์œ„์น˜๋ฅผ ๋ฎ์–ด์“ฐ๊ณ  .libs/libopenblasp-r0... ๋ฅผ ๋„ฃ์€ ๋‹ค์Œ conda ๋„ฃ์Šต๋‹ˆ๋‹ค. ์˜ฌ๋ฐ”๋ฅธ numpy ๋ฒ„์ „์œผ๋กœ ๋Œ์•„๊ฐ‘๋‹ˆ๋‹ค. ๋˜๋Š” ๊ทธ ๋ณ€ํ˜• - ๋™์ผํ•œ ์œ„์น˜์— ์„ค์น˜ ์ค‘์ž…๋‹ˆ๋‹ค.

@JohnnyRisk @acbellini ๋ฌธ์ œ๊ฐ€ ๋ฐœ์ƒํ•˜๊ธฐ ์ „์— ์‚ฌ์šฉํ•œ ์ •ํ™•ํ•œ ์„ค์น˜ ๋ช…๋ น์„ ์•Œ๋ ค์ฃผ์‹œ๊ฒ ์Šต๋‹ˆ๊นŒ?

์ด ๋ฌธ์ œ์™€ ํ•ด๊ฒฐ ๋ฐฉ๋ฒ•์— ๋Œ€ํ•œ ์†Œ์‹์ด ์žˆ์Šต๋‹ˆ๊นŒ?
์—ฌ๊ธฐ ๊ณต์‹ ์„ค์น˜ ์ง€์นจ, 'Anaconda๋กœ ์„ค์น˜' ์„น์…˜
๋‚˜๋Š” ์ƒˆ๋กœ์šด conda ํ™˜๊ฒฝ์„ ๋งŒ๋“ค๊ณ  ์—ฐ ๋‹ค์Œ ๋‹ค์Œ์„ ์ˆ˜ํ–‰ํ–ˆ์Šต๋‹ˆ๋‹ค.
pip install --ignore-installed --upgrade $TF_BINARY_URL
์—ฌ๊ธฐ์„œ TF_BINARY_URL ์„ https://storage.googleapis.com/tensorflow/linux/gpu/tensorflow_gpu-1.3.0-cp34-cp34m-linux_x86_64.whl ๋กœ ์„ค์ •ํ–ˆ์Šต๋‹ˆ๋‹ค.
๊ทธ ์ดํ›„๋กœ conda ํ™˜๊ฒฝ ์™ธ๋ถ€์—์„œ numpy๋ฅผ ๊ฐ€์ ธ์˜ฌ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค. (ํ™˜๊ฒฝ ๋‚ด๋ถ€์—์„œ numpy๋ฅผ ๊ฐ€์ ธ์˜ฌ ์ˆ˜ ์žˆ์ง€๋งŒ ํ™˜๊ฒฝ ๋‚ด๋ถ€์—์„œ numpy์˜ pip ๋ฒ„์ „์„ ๊ฐ€์ ธ์˜ค๊ณ  ์™ธ๋ถ€์—์„œ conda ๋ฒ„์ „์ด tensorflow ์„ค์น˜์™€ ํ•จ๊ป˜ ์ œ๊ณต๋˜๋Š” pip ๋ฒ„์ „ ์„ค์น˜๋กœ ์ธํ•ด ์†์ƒ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ).

๋‚˜๋Š” ๊ฐ™์€ ๋ฌธ์ œ๊ฐ€์žˆ์—ˆ์Šต๋‹ˆ๋‹ค. ์ƒˆ๋กœ์šด conda ํ™˜๊ฒฝ์— tensorflow๋ฅผ ์„ค์น˜ ํ•œ ๋‹ค์Œ ์ด์ „ ํ™˜๊ฒฝ์—์„œ numpy๊ฐ€ ์ž‘๋™์„ ๋ฉˆ์ท„์Šต๋‹ˆ๋‹ค. ๋‚˜๋ฅผ ์œ„ํ•ด ์ด์ „ ํ™˜๊ฒฝ์„ ์ˆ˜์ •ํ•œ ๊ฒƒ์€ ํ•ด๋‹น ํ™˜๊ฒฝ( conda uninstall numpy )์—์„œ numpy๋ฅผ ์ œ๊ฑฐํ•˜๊ณ  pip( pip install numpy )๋กœ ๋‹ค์‹œ ์„ค์น˜ํ•œ ๋‹ค์Œ ๊ทธ ์œ„์— conda( conda install numpy )๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ์„ค์น˜ํ•˜๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค. ). ์™œ ๊ทธ๊ฒƒ์ด ํšจ๊ณผ๊ฐ€ ์žˆ์—ˆ๋Š”์ง€ ์™„์ „ํžˆ ๋ช…ํ™•ํ•˜์ง€ ์•Š์ง€๋งŒ ๊ทธ๋ ‡์Šต๋‹ˆ๋‹ค. ๋‹จ์ˆœํžˆ conda๋กœ ์ œ๊ฑฐํ•œ ๋‹ค์Œ conda๋กœ ๋‹ค์‹œ ์„ค์น˜ํ•ด๋„ ์ž‘๋™ํ•˜์ง€ ์•Š์•˜์Šต๋‹ˆ๋‹ค.

@devonbrackbill ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค.
๊ธฐ๋ก์„ ์œ„ํ•ด: ํŒŒ์ด์ฌ์ด pip numpy ํŒจํ‚ค์ง€๋ฅผ ์‚ฌ์šฉํ•œ๋‹ค๊ณ  ์˜์‹ฌํ–ˆ๊ธฐ ๋•Œ๋ฌธ์— ์‹ค์ œ๋กœ ์ œ๊ฑฐ/์žฌ์„ค์น˜๋ฅผ ๋‘ ๋ฒˆ์งธ ๋ฐ˜๋ณตํ–ˆ์Šต๋‹ˆ๋‹ค. ๊ทธ๋ž˜์„œ, ๋‹น์‹ ์ด ๋งํ•œ ๊ฒƒ์„ ํ•œ ํ›„ ์—ฌ๊ธฐ์— ๋‚ด๊ฐ€ ํ•œ ์ผ๊ณผ ๋‚ด๊ฐ€ ์–ป์€ ๋‹ค์†Œ ์ด์ƒํ•œ ๊ฒฐ๊ณผ๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค.
pip uninstall numpy , ์–ด๋–ป๊ฒŒ๋“  ์ œ๊ฑฐ๋จ:
.../anaconda3/lib/python3.6/site-packages/numpy
.../anaconda3/lib/python3.6/site-packages/numpy-1.13.1-py3.6.egg-info
(numpy ํŒจํ‚ค์ง€๊ฐ€ ๋งž์Šต๋‹ˆ๊นŒ?) numpy๋ฅผ ๋Š์—ˆ์Šต๋‹ˆ๋‹ค. ๊ทธ ๋‹ค์Œ์—
conda uninstall numpy ์•„์ง ์ œ๊ฑฐ๋จ
numpy: 1.13.1-py36_0
๋‹ค์Œ์„ ์ œ๊ฑฐํ•œ 'pip uninstall numpy':
.../anaconda3/lib/python3.6/site-packages/numpy-1.13.1.dist-info/DESCRIPTION.rst
.../anaconda3/lib/python3.6/site-packages/numpy-1.13.1.dist-info/INSTALLER
.../anaconda3/lib/python3.6/site-packages/numpy-1.13.1.dist-info/METADATA
.../anaconda3/lib/python3.6/site-packages/numpy-1.13.1.dist-info/RECORD
.../anaconda3/lib/python3.6/site-packages/numpy-1.13.1.dist-info/WHEEL
.../anaconda3/lib/python3.6/site-packages/numpy-1.13.1.dist-info/metadata.json
.../anaconda3/lib/python3.6/site-packages/numpy-1.13.1.dist-info/top_level.txt
conda install numpy
์ด์ œ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค!

๋‚˜๋ฅผ ์œ„ํ•ด @cjsg ์˜ ์†”๋ฃจ์…˜์ด ์ž‘๋™ํ•˜์ง€ ์•Š์•˜์ง€๋งŒ ๋‹ค์Œ ์ค‘ ํ•˜๋‚˜๊ฐ€ ์ž‘๋™ํ–ˆ์Šต๋‹ˆ๋‹ค(Ubuntu 16.04์—์„œ).
conda install -c conda-forge numpy ๋˜๋Š”
conda install -c anaconda numpy

https://anaconda.org/conda-forge/numpy
https://anaconda.org/anaconda/numpy

์ด ํŽ˜์ด์ง€๊ฐ€ ๋„์›€์ด ๋˜์—ˆ๋‚˜์š”?
0 / 5 - 0 ๋“ฑ๊ธ‰