Tensorflow: pip๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ Python3.7์— TensorFlow๋ฅผ ์„ค์น˜ํ•  ์ˆ˜ ์—†์Œ

์— ๋งŒ๋“  2018๋…„ 06์›” 30์ผ  ยท  148์ฝ”๋ฉ˜ํŠธ  ยท  ์ถœ์ฒ˜: tensorflow/tensorflow

์‹œ์Šคํ…œ ์ •๋ณด

  • ์‚ฌ์šฉ์ž ์ง€์ • ์ฝ”๋“œ๋ฅผ ์ž‘์„ฑํ–ˆ์Šต๋‹ˆ๊นŒ(TensorFlow์—์„œ ์ œ๊ณต๋˜๋Š” ๊ธฐ๋ณธ ์˜ˆ์ œ ์Šคํฌ๋ฆฝํŠธ ์‚ฌ์šฉ๊ณผ ๋ฐ˜๋Œ€) : N/A
  • OS ํ”Œ๋žซํผ ๋ฐ ๋ฐฐํฌ(์˜ˆ: Linux Ubuntu 16.04) : macOS 10.13
  • (์†Œ์Šค ๋˜๋Š” ๋ฐ”์ด๋„ˆ๋ฆฌ)์—์„œ ์„ค์น˜๋œ TensorFlow : ๋ฐ”์ด๋„ˆ๋ฆฌ
  • TensorFlow ๋ฒ„์ „(์•„๋ž˜ ๋ช…๋ น ์‚ฌ์šฉ) : 1.8
  • ํŒŒ์ด์ฌ ๋ฒ„์ „ : 3.7
  • Bazel ๋ฒ„์ „(์†Œ์Šค์—์„œ ์ปดํŒŒ์ผํ•˜๋Š” ๊ฒฝ์šฐ) : N/A
  • GCC/์ปดํŒŒ์ผ๋Ÿฌ ๋ฒ„์ „(์†Œ์Šค์—์„œ ์ปดํŒŒ์ผํ•˜๋Š” ๊ฒฝ์šฐ) : N/A
  • CUDA/cuDNN ๋ฒ„์ „ : N/A
  • GPU ๋ชจ๋ธ ๋ฐ ๋ฉ”๋ชจ๋ฆฌ : N/A
  • ์žฌํ˜„ํ•  ์ •ํ™•ํ•œ ๋ช…๋ น : pip install tensorflow

๋ฌธ์ œ ์„ค๋ช…

pip๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ Python3.7 ์— TensorFlow๋ฅผ ์„ค์น˜ํ•˜์ง€ ๋ชปํ–ˆ์Šต๋‹ˆ๋‹ค. ์•„๋ž˜์˜ ์‹คํŒจ ๋กœ๊ทธ๋ฅผ ์ฐธ์กฐํ•˜์‹ญ์‹œ์˜ค.

์†Œ์Šค ์ฝ”๋“œ/๋กœ๊ทธ

tensorflow ์š”๊ตฌ ์‚ฌํ•ญ์„ ์ถฉ์กฑํ•˜๋Š” ๋ฒ„์ „์„ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค(๋ฒ„์ „์—์„œ: ).
tensorflow์— ๋Œ€ํ•ด ์ผ์น˜ํ•˜๋Š” ๋ถ„ํฌ๋ฅผ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.

community support builinstall

๊ฐ€์žฅ ์œ ์šฉํ•œ ๋Œ“๊ธ€

pip install https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl ๋กœ ์„ฑ๊ณต์ ์œผ๋กœ ์„ค์น˜ํ–ˆ์Šต๋‹ˆ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ ์ด ํœ ์€ Python 3.7๊ณผ ํ˜ธํ™˜๋˜์ง€ ์•Š๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. ๋ฌธ์ œ๋Š” tensorflow/python/pywrap_tensorflow_internal.py ์— async ๊ฐ€ ๋ณ€์ˆ˜ ์ด๋ฆ„์œผ๋กœ ํฌํ•จ๋˜์–ด ์žˆ์ง€๋งŒ async ๊ฐ€ python3.7์—์„œ ํ‚ค์›Œ๋“œ๊ฐ€ ๋˜์–ด ๋” ์ด์ƒ ์‚ฌ์šฉํ•  ์ˆ˜ ์—†๋‹ค๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.

๋˜ํ•œ URL์ด Python 3.4, 3.5, 3.6 ์ „์šฉ์ธ ๊ฒƒ์„ ํ™•์ธํ–ˆ๋Š”๋ฐ ๋‹ค๋ฅธ URL์„ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค. ๋”ฐ๋ผ์„œ ๊ณต์‹ Python 3.7 ํ˜ธํ™˜ ํŒจํ‚ค์ง€๋ฅผ ๊ธฐ๋‹ค๋ ค์•ผ ํ•ฉ๋‹ˆ๋‹ค.

๋ชจ๋“  148 ๋Œ“๊ธ€

pip install https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl ๋กœ ์„ฑ๊ณต์ ์œผ๋กœ ์„ค์น˜ํ–ˆ์Šต๋‹ˆ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ ์ด ํœ ์€ Python 3.7๊ณผ ํ˜ธํ™˜๋˜์ง€ ์•Š๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. ๋ฌธ์ œ๋Š” tensorflow/python/pywrap_tensorflow_internal.py ์— async ๊ฐ€ ๋ณ€์ˆ˜ ์ด๋ฆ„์œผ๋กœ ํฌํ•จ๋˜์–ด ์žˆ์ง€๋งŒ async ๊ฐ€ python3.7์—์„œ ํ‚ค์›Œ๋“œ๊ฐ€ ๋˜์–ด ๋” ์ด์ƒ ์‚ฌ์šฉํ•  ์ˆ˜ ์—†๋‹ค๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.

๋˜ํ•œ URL์ด Python 3.4, 3.5, 3.6 ์ „์šฉ์ธ ๊ฒƒ์„ ํ™•์ธํ–ˆ๋Š”๋ฐ ๋‹ค๋ฅธ URL์„ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค. ๋”ฐ๋ผ์„œ ๊ณต์‹ Python 3.7 ํ˜ธํ™˜ ํŒจํ‚ค์ง€๋ฅผ ๊ธฐ๋‹ค๋ ค์•ผ ํ•ฉ๋‹ˆ๋‹ค.

์›์ธ์„ ์ฐพ์•„์ฃผ์…”์„œ ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค!

์—ฌ์ „ํžˆ python3.7๋กœ ์„ค์น˜ํ•  ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.

(env) mcbk:trainer todor$ pip3 install tensorflow
Collecting tensorflow
  Could not find a version that satisfies the requirement tensorflow (from versions: )
No matching distribution found for tensorflow
(env) mcbk:trainer todor$ which python3.7
/Users/todor/xor/projects/trainer/env/bin/python3.7
(env) mcbk:trainer todor$ which pip3
/Users/todor/xor/projects/trainer/env/bin/pip3

์—ฌ๊ธฐ๋„ ๋งˆ์ฐฌ๊ฐ€์ง€.

+1

๋ชจ๋“  ์—…๋ฐ์ดํŠธ?

chriss-mbp:~ chris$ pip3 ํ…์„œํ”Œ๋กœ ์„ค์น˜
ํ…์„œํ”Œ๋กœ ์ˆ˜์ง‘
tensorflow ์š”๊ตฌ ์‚ฌํ•ญ์„ ์ถฉ์กฑํ•˜๋Š” ๋ฒ„์ „์„ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค(๋ฒ„์ „์—์„œ: ).
tensorflow์— ๋Œ€ํ•ด ์ผ์น˜ํ•˜๋Š” ๋ถ„ํฌ๋ฅผ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.

์ด์— ๋Œ€ํ•œ ์ˆ˜์ • ์‚ฌํ•ญ์— ๋Œ€ํ•œ ์—…๋ฐ์ดํŠธ๊ฐ€ ์žˆ์Šต๋‹ˆ๊นŒ? ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค.

์ด ๋ฌธ์ œ๊ฐ€ ์ข…๋ฃŒ๋œ ์ด์œ ๋Š” ๋ฌด์—‡์ž…๋‹ˆ๊นŒ?

์ด ํœ  https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl ์˜ ๋ฌธ์ œ๊ฐ€ ์ˆ˜์ •๋˜์—ˆ์Šต๋‹ˆ๊นŒ? ์•„๋‹ˆ๋ฉด ์ƒˆ๋กœ์šด ๋งํฌ/๋ฒ„์ „์ด ๋ฌด์—‡์ž…๋‹ˆ๊นŒ?

python 3.7 ์™„์ „ ๋ฆด๋ฆฌ์Šค๋กœ ์ธํ•ด ๋ชจ๋“  ํ”„๋กœ๋•์…˜ opencv๋Š” tensorflow๊ฐ€ ํ˜ธํ™˜๋˜์ง€ ์•Š๊ธฐ ๋•Œ๋ฌธ์— ์ฃฝ์Œ์ž…๋‹ˆ๋‹ค. ๋„์™€์ฃผ์„ธ์š”!!!!!

์—ฌ๊ธฐ์—๋„ ๊ฐ™์€ ๋ฌธ์ œ๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค. ์ด ๋ฌธ์ œ์— ๋Œ€ํ•œ ์ˆ˜์ • ์‚ฌํ•ญ์ด ์ œ๊ณต๋  ๋•Œ๋ฅผ ์•Œ๋ฉด ์ •๋ง ์ข‹์Šต๋‹ˆ๋‹ค. :)

์ด๋กœ ์ธํ•ด ์—ฌ๋Ÿฌ ํ”„๋กœ์ ํŠธ๋ฅผ 3.7๋กœ ์—…๊ทธ๋ ˆ์ด๋“œํ•  ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค. ETA๋ฅผ ์ˆ˜์ •ํ•˜๋Š” ๊ฒƒ์ด ์ข‹์Šต๋‹ˆ๋‹ค.

@richardARPANET ๋ฌธ์ œ๋Š” python 3.7์„ ์—…๊ทธ๋ ˆ์ด๋“œํ•˜๊ธฐ ์ „์— ์–ด๋–ค ์ผ์ด ์ผ์–ด๋‚ ์ง€ ์•Œ ์ˆ˜ ์—†๋‹ค๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค. ์•„๋ฌด๋„ ๊ฐ€์„œ ๊ฐ ๋ชจ๋“ˆ์ด ํ˜ธํ™˜๋˜๋Š”์ง€ ์—ฌ๋ถ€๋ฅผ ํ™•์ธํ•˜์ง€ ์•Š๊ธฐ ๋•Œ๋ฌธ์ž…๋‹ˆ๋‹ค.

๊ทธ๋กœ ์ธํ•ด python 3.7๋กœ ์—…๊ทธ๋ ˆ์ด๋“œํ•˜๋ฉด ๋ชจ๋“  ๊ฒƒ์ด ์•…๋ชฝ์ด ๋ฉ๋‹ˆ๋‹ค.

@thuyen ์ด ์ž๋™ํ™” ํ…Œ์ŠคํŠธ๊ฐ€ ์กด์žฌํ•˜๋Š” ์ด์œ ๊ฐ€ ์•„๋‹Œ๊ฐ€์š”?

์—ฌ๊ธฐ๋„ ๋งˆ์ฐฌ๊ฐ€์ง€.

์—ฌ๊ธฐ๋„ ๊ฐ™์€ ๋ฌธ์ œ์ž…๋‹ˆ๋‹ค.

์—ฌ๊ธฐ์—์„œ๋„ ๊ฐ™์€ ๋ฌธ์ œ์ž…๋‹ˆ๋‹ค. 3.7 ATM๋งŒ ์ง€์›ํ•˜๋Š” GCP์˜ ํด๋ผ์šฐ๋“œ ๊ธฐ๋Šฅ์— ์จ๋ณด๊ณ  ์‹ถ์–ด์„œ...

@christiaanleysen ์€ ์Šค์Šค๋กœ ๋นŒ๋“œํ•˜๋ ค๋Š” ๊ฒฝ์šฐ ์•ฝ๊ฐ„์˜ ์กฐ์ • ๋ฐ ํŒจ์น˜๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ 3.7์—์„œ ์ž˜ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค. https://github.com/tensorflow/tensorflow/pull/21202

๊ทธ๊ฒŒ ๋‚˜๋ฅผ ์œ„ํ•œ ์ผ์ด์•ผ
์•„๋ž˜์—์„œ ์ด๊ฒƒ์„ ์‚ฌ์šฉํ•ด๋ณด์‹ญ์‹œ์˜ค.
ํ• ์„ค์น˜ https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl

python 3.7์— ๋Œ€ํ•œ ์ˆ˜์ • ์‚ฌํ•ญ์œผ๋กœ Tendorflow-gpu๋ฅผ ๋นŒ๋“œํ•˜๋Š” ๋ฐฉ๋ฒ•์€ ๋ฌด์—‡์ž…๋‹ˆ๊นŒ? @bstriner

@๋งˆํ•˜๋งˆํŠธ๋ˆ„๋ฅด
๊ทธ๊ฒƒ์€ ๋‚˜๋ฅผ ์œ„ํ•ด ์ž‘๋™ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.

๋‹ค์Œ ๋ช…๋ น์„ ์‚ฌ์šฉํ•˜๋ฉด ์ž˜ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค.
pip3 install https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.10.1-py3-none-any.whl

https://www.tensorflow.org/install/install_mac#the_url_of_the_tensorflow_python_package ๋ฌธ์„œ๋ฅผ ์ฐธ์กฐํ•˜์„ธ์š”.

๋ฌธ์ œ๋Š” mac ํ”Œ๋žซํผ์— ์—†์Šต๋‹ˆ๋‹ค!!!

ํ˜„์žฌ์˜ ๋ชจ๋“  ๋ฌธ์ œ๋Š” Linux ํ”Œ๋žซํผ์— ๋Œ€ํ•œ ๊ฒƒ์ž…๋‹ˆ๋‹ค. Mac์„ ์‚ฌ์šฉํ•˜๋Š” ๊ฒฝ์šฐ ์—ฌ๊ธฐ์— ๋ณด๊ณ ํ•  ํ•„์š”๊ฐ€ ์—†์Šต๋‹ˆ๋‹ค. ํ•ด๋‹น Mac ํ”Œ๋žซํผ์—๋Š” ์ „ํ˜€ ๋ฌธ์ œ๊ฐ€ ์—†๊ธฐ ๋•Œ๋ฌธ์ž…๋‹ˆ๋‹ค.

@thyeun ์ œ๋ฐœ, natsukium์˜ plateform์„ ์ฐธ์กฐํ•˜์‹ญ์‹œ์˜ค ... ๋‚˜๋Š” ์ถœ๋ ฅ์— ๋™์ผํ•œ ์˜ค๋ฅ˜๊ฐ€ ์žˆ์—ˆ๊ธฐ ๋•Œ๋ฌธ์— ๊ทธ์—๊ฒŒ ๋Œ€๋‹ตํ–ˆ์Šต๋‹ˆ๋‹ค ... (๊ทธ๋ฆฌ๊ณ  ๋™์ผํ•œ plateform์œผ๋กœ ...)

@Browny75 ์ œ๋ฐœ, ๋‚˜๋Š” ๋‹น์‹ ์— ๋Œ€ํ•ด ๋งํ•œ ๊ฒƒ์ด ์•„๋‹™๋‹ˆ๋‹ค. Mac ์‚ฌ์šฉ์ž๊ฐ€ python 3.7์—์„œ ๋ฌธ์ œ๊ฐ€ ์—†๋Š”์ง€ ํ™•์ธํ•˜๊ธฐ ์œ„ํ•ด ์œ ์ผํ•œ ๋ฌธ์ œ๋Š” Linux ์‚ฌ์šฉ์ž์—๊ฒŒ ์žˆ์Šต๋‹ˆ๋‹ค!!!, ๋‚ด ์˜๊ฒฌ์„ ์˜คํ•ดํ•˜์ง€ ๋งˆ์‹ญ์‹œ์˜ค.

@thyeun ์ดํ•ด๋„ ์˜คํ•ด๋„ ์—†๋Š”, cu, ์•„๋ฌด๊ฑฐ๋‚˜ ๊ดœ์ฐฎ๋‹ค๊ณ  ์ƒ๊ฐํ•˜๋Š” ๊ฒƒ

์—ฌ๊ธฐ์—์„œ ๊ฐ€์น˜๊ฐ€ ์žˆ๋Š” ๊ฒƒ์€ 3.7 ๋ฐ Tensorflow๋กœ ๋„์ปค ์ด๋ฏธ์ง€๋ฅผ ๋นŒ๋“œํ•˜๋Š” repo์ž…๋‹ˆ๋‹ค. ์ž‘๋™ํ•˜์ง€๋งŒ ๋นŒ๋“œํ•˜๋Š” ๋ฐ ์‹œ๊ฐ„์ด ๋งŽ์ด ๊ฑธ๋ฆฝ๋‹ˆ๋‹ค: https://github.com/Guillemdb/docker-base

@SukeshP1995 ๋Š” ๋งํฌ์— ์ž์„ธํžˆ ๋‚˜์™€ ์žˆ์–ด์•ผ ํ•˜์ง€๋งŒ ๋ฌธ์ œ๊ฐ€ ์žˆ์œผ๋ฉด ์•Œ๋ ค์ฃผ์‹ญ์‹œ์˜ค. ์ฃผ์š” ๋ณ€๊ฒฝ ์‚ฌํ•ญ์€ ์ด์ œ ์ €์žฅ์†Œ์— ์žˆ์ง€๋งŒ eigen ๋ฐ protobuf๋ฅผ ์—…๋ฐ์ดํŠธํ•˜๊ณ  ํŒจ์น˜ํ•˜๋ ค๋ฉด workspace.bzl ๋ฅผ ์ˆ˜์ •ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

@vmarkovtsev ๋Š” ์‹คํ–‰ ์ค‘์ธ ์Šค๋ ˆ๋“œ ์ˆ˜๋ฅผ ํ™•์ธํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๋•Œ๋กœ๋Š” ๋„์ปค์—์„œ ๋ฒ—์–ด๋‚ฉ๋‹ˆ๋‹ค. 8๊ฐœ์˜ CPU์—์„œ 1k ์Šค๋ ˆ๋“œ๋ฅผ ์‹คํ–‰ํ•˜๋ ค๊ณ  ํ•ฉ๋‹ˆ๋‹ค...

@bstriner ๋กœ์ปฌ์—์„œ ์„ฑ๊ณต์ ์œผ๋กœ ๋นŒ๋“œํ–ˆ๋Š”๋ฐ Dockerhub์—์„œ ๋นŒ๋“œํ•˜๋Š” ๋ฐ ์‹œ๊ฐ„์ด ๋งŽ์ด ๊ฑธ๋ฆฌ๊ณ  ํ•˜๋“œ ์ œํ•œ์ด ์žˆ์Šต๋‹ˆ๋‹ค.

dockerhub ๋นŒ๋“œ๋ฅผ ์›ํ•˜๋ฉด ์—ฌ๋Ÿฌ ์ด๋ฏธ์ง€๋ฅผ ์—ฐ๊ฒฐํ•˜์‹ญ์‹œ์˜ค.

2018๋…„ 8์›” 30์ผ ๋ชฉ์š”์ผ ์˜คํ›„ 3:01 Vadim Markovtsev [email protected]
์ผ๋‹ค:

@bstriner https://github.com/bstriner ๋กœ์ปฌ์—์„œ ์„ฑ๊ณต์ ์œผ๋กœ ๋นŒ๋“œํ–ˆ์Šต๋‹ˆ๋‹ค.
Dockerhub์—์„œ ๋นŒ๋“œํ•˜๋Š” ๋ฐ ์‹œ๊ฐ„์ด ๋งŽ์ด ๊ฑธ๋ฆฌ๊ณ  ํ•˜๋“œ ์ œํ•œ์ด ์žˆ์Šต๋‹ˆ๋‹ค.

โ€”
๋‹น์‹ ์ด ์–ธ๊ธ‰๋˜์—ˆ๊ธฐ ๋•Œ๋ฌธ์— ์ด๊ฒƒ์„ ๋ฐ›๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.
์ด ์ด๋ฉ”์ผ์— ์ง์ ‘ ๋‹ต์žฅํ•˜๊ณ  GitHub์—์„œ ํ™•์ธํ•˜์„ธ์š”.
https://github.com/tensorflow/tensorflow/issues/20444#issuecomment-417430029 ,
๋˜๋Š” ์Šค๋ ˆ๋“œ ์Œ์†Œ๊ฑฐ
https://github.com/notifications/unsubscribe-auth/AL4rbPXGZMGkGX-ETM718jmMSogkWiJsks5uWDZvgaJpZM4U-EUx
.

bazel build @bstriner๊ฐ€ ์‹œ๊ฐ„์˜ 90%๋ฅผ ์ฐจ์ง€ํ•ฉ๋‹ˆ๋‹ค.

๊ฐ€์ƒ์œผ๋กœ, ํ•˜๋‚˜์˜ ํ•˜์œ„ ํ”„๋กœ์ ํŠธ๋ฅผ ๋ฏธ๋ฆฌ ๊ฐœ๋ณ„์ ์œผ๋กœ ์‹คํ–‰ํ•˜์‹ญ์‹œ์˜ค.
์ด๋ฏธ์ง€๋ฅผ ๋งŒ๋“  ๋‹ค์Œ ๋‹ค๋ฅธ ํŒจํ‚ค์ง€์— ํŒจํ‚ค์ง€๋ฅผ ๋งŒ๋“ค๋ฉด ํ•ด๋‹น ์ข…์†์„ฑ์ด
์žฌ๊ฑด๋˜์—ˆ์ง€๋งŒ ์•„๋งˆ๋„ ๊ฐ€์น˜๋ณด๋‹ค ๋” ๊ณ ํ†ต์Šค๋Ÿฌ์šธ ๊ฒƒ์ž…๋‹ˆ๋‹ค. TF ํŒ€์€ ์›ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค
๋น„๊ณต์‹ ๋ฆด๋ฆฌ์Šค์— ๋Œ€ํ•œ ์ข…์†์„ฑ์„ ๋ณ‘ํ•ฉํ•˜๋ฏ€๋กœ
๋ชจ๋“  OS์— ๋Œ€ํ•œ ๊ณต์‹ 3.7 ๋นŒ๋“œ๋Š” protobuf ๋ฐ eigen์„ ๋””๋ฒ„๊ทธํ•˜๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค. ํ•˜์ง€๋งŒ ๋งŒ์•ฝ ๋‹น์‹ ์ด
3.7์— ๋Œ€ํ•ด ๊ด€์‹ฌ์„ ๊ฐ€์ง€๋ฉด ์–ด์จŒ๋“  ์†Œ์Šค์—์„œ ๋นŒ๋“œํ•˜๊ณ  ์‹ถ์„ ๊ฒƒ์ž…๋‹ˆ๋‹ค.
์˜ฌ๋ฐ”๋ฅธ ์ตœ์ ํ™”.

2018๋…„ 8์›” 30์ผ ๋ชฉ์š”์ผ ์˜คํ›„ 4:10 Vadim Markovtsev [email protected]
์ผ๋‹ค:

90%์˜ ์‹œ๊ฐ„์ด bazel build @bstriner์— ์˜ํ•ด ์‚ฌ์šฉ๋ฉ๋‹ˆ๋‹ค.
https://github.com/bstriner

โ€”
๋‹น์‹ ์ด ์–ธ๊ธ‰๋˜์—ˆ๊ธฐ ๋•Œ๋ฌธ์— ์ด๊ฒƒ์„ ๋ฐ›๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.
์ด ์ด๋ฉ”์ผ์— ์ง์ ‘ ๋‹ต์žฅํ•˜๊ณ  GitHub์—์„œ ํ™•์ธํ•˜์„ธ์š”.
https://github.com/tensorflow/tensorflow/issues/20444#issuecomment-417450405 ,
๋˜๋Š” ์Šค๋ ˆ๋“œ ์Œ์†Œ๊ฑฐ
https://github.com/notifications/unsubscribe-auth/AL4rbLxpR-fNjtL58nLw3AeBd0R_VVrhks5uWEawgaJpZM4U-EUx
.

dockerhub์˜ ์ข‹์€ ์‚ฌ๋žŒ๋“ค์„ ์ฐฉ์ทจํ•œ๋‹ค๊ณ  ๋งํ•˜๊ณ  ์‹ถ์ง€๋Š” ์•Š์ง€๋งŒ
ํ”„๋กœ์ ํŠธ๋Š” pytorch์™€ ์ˆ˜๋งŽ์€ ์ด๋ฏธ์ง€๋ฅผ ๊ตฌ์ถ•ํ•˜๊ธฐ ์œ„ํ•ด 3-4๊ฐœ์˜ ์ด๋ฏธ์ง€ ์ฒด์ธ์ด ํ•„์š”ํ–ˆ์Šต๋‹ˆ๋‹ค.
๊ด€๋ จ ์†Œํ”„ํŠธ์›จ์–ด. ๊ณต์ต์„ ์œ„ํ•œ ๊ฒƒ์ด์—ˆ์Šต๋‹ˆ๋‹ค. ํ•˜๋Š” ํ•œ
๊ณ„์†ํ•ด์„œ ์žฌ๊ฑดํ•˜์ง€ ์•Š๊ณ  ์ข‹์€ ์ผ์„ ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.
ํ•„์š”ํ•œ ๋งŒํผ ๋‹จ๊ณ„๋ฅผ ์ˆ˜ํ–‰ํ•ฉ๋‹ˆ๋‹ค.

2018๋…„ 8์›” 30์ผ ๋ชฉ์š”์ผ ์˜คํ›„ 4:22 Benjamin Striner [email protected] ์ด ๋‹ค์Œ๊ณผ ๊ฐ™์ด ์ผ์Šต๋‹ˆ๋‹ค.

๊ฐ€์ƒ์œผ๋กœ, ํ•˜๋‚˜์˜ ํ•˜์œ„ ํ”„๋กœ์ ํŠธ๋ฅผ ๋ฏธ๋ฆฌ ๊ฐœ๋ณ„์ ์œผ๋กœ ์‹คํ–‰ํ•˜์‹ญ์‹œ์˜ค.
์ด๋ฏธ์ง€๋ฅผ ๋งŒ๋“  ๋‹ค์Œ ๋‹ค๋ฅธ ํŒจํ‚ค์ง€์— ํŒจํ‚ค์ง€๋ฅผ ๋งŒ๋“ค๋ฉด ํ•ด๋‹น ์ข…์†์„ฑ์ด
์žฌ๊ฑด๋˜์—ˆ์ง€๋งŒ ์•„๋งˆ๋„ ๊ฐ€์น˜๋ณด๋‹ค ๋” ๊ณ ํ†ต์Šค๋Ÿฌ์šธ ๊ฒƒ์ž…๋‹ˆ๋‹ค. TF ํŒ€์€ ์›ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค
๋น„๊ณต์‹ ๋ฆด๋ฆฌ์Šค์— ๋Œ€ํ•œ ์ข…์†์„ฑ์„ ๋ณ‘ํ•ฉํ•˜๋ฏ€๋กœ
๋ชจ๋“  OS์— ๋Œ€ํ•œ ๊ณต์‹ 3.7 ๋นŒ๋“œ๋Š” protobuf ๋ฐ eigen์„ ๋””๋ฒ„๊ทธํ•˜๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค. ํ•˜์ง€๋งŒ ๋งŒ์•ฝ ๋‹น์‹ ์ด
3.7์— ๋Œ€ํ•ด ๊ด€์‹ฌ์„ ๊ฐ€์ง€๋ฉด ์–ด์จŒ๋“  ์†Œ์Šค์—์„œ ๋นŒ๋“œํ•˜๊ณ  ์‹ถ์„ ๊ฒƒ์ž…๋‹ˆ๋‹ค.
์˜ฌ๋ฐ”๋ฅธ ์ตœ์ ํ™”.

2018๋…„ 8์›” 30์ผ ๋ชฉ์š”์ผ ์˜คํ›„ 4:10 Vadim Markovtsev [email protected]
์ผ๋‹ค:

90%์˜ ์‹œ๊ฐ„์ด bazel build @bstriner์— ์˜ํ•ด ์‚ฌ์šฉ๋ฉ๋‹ˆ๋‹ค.
https://github.com/bstriner

โ€”
๋‹น์‹ ์ด ์–ธ๊ธ‰๋˜์—ˆ๊ธฐ ๋•Œ๋ฌธ์— ์ด๊ฒƒ์„ ๋ฐ›๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.
์ด ์ด๋ฉ”์ผ์— ์ง์ ‘ ๋‹ต์žฅํ•˜๊ณ  GitHub์—์„œ ํ™•์ธํ•˜์„ธ์š”.
https://github.com/tensorflow/tensorflow/issues/20444#issuecomment-417450405 ,
๋˜๋Š” ์Šค๋ ˆ๋“œ ์Œ์†Œ๊ฑฐ
https://github.com/notifications/unsubscribe-auth/AL4rbLxpR-fNjtL58nLw3AeBd0R_VVrhks5uWEawgaJpZM4U-EUx
.

๋‚˜๋Š” ์ž ์‹œ ๋™์•ˆ ๊ฒ€์ƒ‰ ํ•œ ํ›„ ์ด๊ฒƒ์ด ์ž‘๋™ํ•˜๋Š” ๊ฒƒ์„ ๋ฐœ๊ฒฌํ–ˆ์Šต๋‹ˆ๋‹ค. ๋ˆ„๊ตฐ๊ฐ€์—๊ฒŒ ์œ ์šฉํ•  ๊ฒƒ ๊ฐ™์•„์„œ ์—ฌ๊ธฐ์— ๋‚จ๊ฒจ๋‘ก๋‹ˆ๋‹ค.

Tensorflow๋Š” ์˜ค๋Š˜ ํ˜„์žฌ Python 3.6๋งŒ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค. ํ‘œ์ค€ ๋ฒ„์ „๊ณผ ํ•จ๊ป˜ ๋‹ค๋ฅธ ๋ฒ„์ „์˜ Python์„ ์„ค์น˜ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๋‹ค์Œ์„ ์ˆ˜ํ–‰ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

  • ๊ณต์‹ ์›น์‚ฌ์ดํŠธ(์˜ˆ: Python-3.6.6.tgz)์—์„œ Python3.6 tgz ํŒŒ์ผ์„ ๋‹ค์šด๋กœ๋“œํ•ฉ๋‹ˆ๋‹ค.
  • tar -xvzf Python-3.6.6.tgz ๋กœ ์••์ถ•์„ ํ’‰๋‹ˆ๋‹ค.
  • cd Python-3.6.6
  • ./configure ์‹คํ–‰
  • make altinstall ๋ฅผ ์‹คํ–‰ํ•˜์—ฌ ์„ค์น˜ํ•˜์‹ญ์‹œ์˜ค( install vs altinstall ์„ค๋ช… https://stackoverflow.com/questions/16018463/difference-in-details-between-make-install- and-make-altinstall)

์ผ๋ฐ˜์ ์œผ๋กœ /usr/local/bin ์•„๋ž˜์—์„œ ์ƒˆ Python ์„ค์น˜๋ฅผ ์ฐพ์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ด์ œ ๋‹ค์Œ์„ ์‚ฌ์šฉํ•˜์—ฌ python ๋ฒ„์ „์„ ์ง€์ •ํ•˜๋Š” ์ƒˆ virtualenv๋ฅผ ๋งŒ๋“ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

  • virtualenv --python=python3.6 env3.6
  • source env3.6/source/bin/activate ๋ช…๋ น์„ ์‹คํ–‰ํ•˜์—ฌ virtualenv๋กœ ์ด๋™ํ•ฉ๋‹ˆ๋‹ค.
  • ํด๋ž˜์‹ pip install tensorflow ๋กœ ํ…์„œํ”Œ๋กœ ์„ค์น˜
  • ์ด์ต

๋‹ค์Œ ๋ช…๋ น์„ ์‚ฌ์šฉํ•˜๋ฉด ์ž˜ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค.
pip3 install https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.10.1-py3-none-any.whl

https://www.tensorflow.org/install/install_mac#the_url_of_the_tensorflow_python_package ๋ฌธ์„œ๋ฅผ ์ฐธ์กฐํ•˜์„ธ์š”.

๋‚˜๋ฅผ ์œ„ํ•ด ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค!

์„ค์น˜๋Š” @liutingchen ์—์„œ ์„ค๋ช…ํ•œ ๋Œ€๋กœ ์ž‘๋™ํ•˜์ง€๋งŒ import tensorflow ๋ฅผ ์‹คํ–‰ํ•  ๋•Œ ์—ฌ์ „ํžˆ ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค(...๋Š” ๋‚ด ํ™ˆ ๊ฒฝ๋กœ์ž„).

import tensorflow

Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/.../python3_env/lib/python3.7/site-packages/tensorflow/__init__.py", line 22, in <module> from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import File "/.../python3_env/lib/python3.7/site-packages/tensorflow/python/__init__.py", line 49, in <module> from tensorflow.python import pywrap_tensorflow File "/.../python3_env/lib/python3.7/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module> from tensorflow.python.pywrap_tensorflow_internal import * File "/.../python3_env/lib/python3.7/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 114 def TFE_ContextOptionsSetAsync(arg1, async): ^ SyntaxError: invalid syntax

๋‹ค์Œ์„ ์‚ฌ์šฉํ•˜์—ฌ ์„ค์น˜ํ–ˆ์Šต๋‹ˆ๋‹ค.
pip3 ์„ค์น˜ https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl

๊ทธ๋Ÿฌ๋‚˜ ์‹คํ–‰ ์ค‘์ธ ์Šคํฌ๋ฆฝํŠธ๋Š” "TFE_ContextOptionsSetAsync"๋ฅผ ๊ฐ€์ ธ์˜ต๋‹ˆ๋‹ค.

์—ญ์ถ”์ (๊ฐ€์žฅ ์ตœ๊ทผ ํ˜ธ์ถœ ๋งˆ์ง€๋ง‰):
ํŒŒ์ผ "yolo.py", 11๋ฒˆ์งธ ์ค„,
keras์—์„œ K๋กœ ๋ฐฑ์—”๋“œ ๊ฐ€์ ธ์˜ค๊ธฐ
ํŒŒ์ผ "/usr/local/lib/python3.7/site-packages/keras/__init__.py", 3ํ–‰,
์—์„œ . ๊ฐ€์ ธ์˜ค๊ธฐ ์œ ํ‹ธ๋ฆฌํ‹ฐ
ํŒŒ์ผ "/usr/local/lib/python3.7/site-packages/keras/utils/__init__.py", 6ํ–‰,
์—์„œ . conv_utils ๊ฐ€์ ธ์˜ค๊ธฐ
ํŒŒ์ผ "/usr/local/lib/python3.7/site-packages/keras/utils/conv_utils.py", 9ํ–‰,
from .. ๋ฐฑ์—”๋“œ๋ฅผ K๋กœ ๊ฐ€์ ธ์˜ค๊ธฐ
ํŒŒ์ผ "/usr/local/lib/python3.7/site-packages/keras/backend/__init__.py", 89ํ–‰,
.tensorflow_backend์—์„œ ๊ฐ€์ ธ์˜ค๊ธฐ *
ํŒŒ์ผ "/usr/local/lib/python3.7/site-packages/keras/backend/tensorflow_backend.py", 5ํ–‰,
ํ…์„œํ”Œ๋กœ๋ฅผ tf๋กœ ๊ฐ€์ ธ์˜ค๊ธฐ
ํŒŒ์ผ "/usr/local/lib/python3.7/site-packages/tensorflow/__init__.py", 24ํ–‰,
tensorflow.python์—์„œ import pywrap_tensorflow # pylint: disable=unused-import
ํŒŒ์ผ "/usr/local/lib/python3.7/site-packages/tensorflow/python/__init__.py", 49ํ–‰,
tensorflow.python์—์„œ pywrap_tensorflow ๊ฐ€์ ธ์˜ค๊ธฐ
ํŒŒ์ผ "/usr/local/lib/python3.7/site-packages/tensorflow/python/pywrap_tensorflow.py", 58ํ–‰,
tensorflow.python.pywrap_tensorflow_internal ๊ฐ€์ ธ์˜ค๊ธฐ์—์„œ *
ํŒŒ์ผ "/usr/local/lib/python3.7/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", 114ํ–‰
def TFE_ContextOptionsSetAsync(arg1, ๋น„๋™๊ธฐ):

๊ทธ๊ฒŒ ๋‚˜๋ฅผ ์œ„ํ•œ ์ผ์ด์•ผ
์•„๋ž˜์—์„œ ์ด๊ฒƒ์„ ์‚ฌ์šฉํ•ด๋ณด์‹ญ์‹œ์˜ค.
ํ• ์„ค์น˜ https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl

์ข‹๊ธด ํ•˜์ง€๋งŒ pip install tensorflow ๋Š” ํŒŒ์ด์ฌ ๋ฒ„์ „ 3.7 ์„ ํ†ตํ•ด ์‹คํŒจํ–ˆ์Šต๋‹ˆ๋‹ค. ์ด ํœ ์€ ํŒŒ์ด์ฌ 3.7๊ณผ ํ˜ธํ™˜๋˜์ง€ ์•Š๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. ๋ฌธ์ œ๋Š” tensorflow/python/pywrap_tensorflow_internal.py์— async๊ฐ€ ๋ณ€์ˆ˜ ์ด๋ฆ„์œผ๋กœ ํฌํ•จ๋˜์–ด ์žˆ์ง€๋งŒ async๋Š” python3.7์—์„œ ํ‚ค์›Œ๋“œ๊ฐ€ ๋˜์–ด ๋” ์ด์ƒ ์‚ฌ์šฉํ•  ์ˆ˜ ์—†๋‹ค๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.

Mac OSX ๋ฐ python 3.7(์•„๋‚˜์ฝ˜๋‹ค)์—์„œ ๋™์ผํ•œ ๋ฌธ์ œ
def TFE_ContextOptionsSetAsync(arg1, async): ^ SyntaxError: invalid syntax

Tensorflow ์œ ์ง€ ๊ด€๋ฆฌ์ž์˜ ์—…๋ฐ์ดํŠธ๊ฐ€ ์žˆ์Šต๋‹ˆ๊นŒ? ๋ฌธ์ œ๋ฅผ ๋‹ค์‹œ ์—ด ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ?

Btw, ์‚ฌ๋žŒ๋“ค์—๊ฒŒ conda์—์„œ python ๋ฒ„์ „์„ 3.5/.6์œผ๋กœ ๋‹ค์šด๊ทธ๋ ˆ์ด๋“œํ•˜๋Š” ๊ฒƒ์ด ์ข‹์Šต๋‹ˆ๋‹ค.
conda install python=3.5

์ด๊ฒƒ์€ #21202๋กœ ์ˆ˜์ •๋˜์–ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

์œ„์˜ ์ „์ฒด์™€ ๊ฐ™์€ ์งˆ๋ฌธ ~ ์ˆ˜์ • ๋˜๋Š” ์—…๋ฐ์ดํŠธ ๋˜์—ˆ์Šต๋‹ˆ๊นŒ?

TL;DR TF ๊ณต์‹ ํŒจํ‚ค์ง€๊ฐ€ ์ž‘๋™ํ•˜๋„๋ก ํ•˜๋ ค๋ฉด ๋ฒ„๊ทธ ๊ณ ์œ  ๋ฐ protobuf๊ฐ€ ์ƒˆ ๋ฆด๋ฆฌ์Šค๋ฅผ ๋งŒ๋“ค๋„๋ก ํ•ฉ๋‹ˆ๋‹ค.

์ž ์‹œ ๋™์•ˆ ๋งˆ์Šคํ„ฐ์—์„œ ์ˆ˜์ •๋˜์—ˆ์ง€๋งŒ py3.7์„ ์ง€์›ํ•˜๋Š” ๋ฆด๋ฆฌ์Šค๋ฅผ ๊ธฐ๋‹ค๋ฆฌ๊ณ  ์žˆ๋‹ค๋ฉด ์•ฝ๊ฐ„์ผ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๋”ฐ๋ผ์„œ ๊ธฐ๋ณธ์ ์œผ๋กœ ์—ฌ๊ธฐ์— ํ•ด๋‹นํ•˜๋Š” ๊ฒŒ์‹œ๋ฌผ์ด ํ‘œ์‹œ๋  ๋•Œ๊นŒ์ง€ ๊ณต์‹ pip ์„ค์น˜๊ฐ€ ์ž‘๋™ํ•˜์ง€ ์•Š์ง€๋งŒ ๋‹ค์Œ์„ ์ˆ˜ํ–‰ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

  • ์†Œ์Šค์—์„œ ๋นŒ๋“œ(#21202)
  • ๋น„๊ณต์‹ ํœ  ์‚ฌ์šฉ(์ผ๋ถ€ ๋งํฌ๋Š” ์ด ์Šค๋ ˆ๋“œ์— ์žˆ์Œ)

๋งˆ์ง€๋ง‰ ๊ณ ์œ  ๋ฆด๋ฆฌ์Šค๋Š” 2018๋…„ 7์›” 23์ผ์ด์—ˆ๊ณ  ๋งˆ์ง€๋ง‰ protobuf ๋ฆด๋ฆฌ์Šค๋Š” ์ด ๊ฒŒ์‹œ๋ฌผ(AFAIK)์„ ๊ธฐ์ค€์œผ๋กœ 7์›” 31์ผ์ด์—ˆ์Šต๋‹ˆ๋‹ค. ๋‘˜ ๋‹ค py3.7์„ ์ง€์›ํ•˜๊ธฐ ์œ„ํ•ด ์ˆ˜์ •์ด ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค. ํ˜„์žฌ๋กœ์„œ๋Š” ์ด๋Ÿฌํ•œ ์ˆ˜์ • ์‚ฌํ•ญ์ด ๋งˆ์Šคํ„ฐ์— ์žˆ์ง€๋งŒ ๋ฆด๋ฆฌ์Šค์—๋Š” ์—†์ง€๋งŒ ๋‚ด๊ฐ€ ํ‹€๋ฆด ์ˆ˜ ์žˆ๋‹ค๊ณ  ์ƒ๊ฐํ•ฉ๋‹ˆ๋‹ค. TF๋Š” ํ”ผํ•  ์ˆ˜ ์žˆ๋Š” ๊ฒฝ์šฐ ์ถœ์‹œ๋˜์ง€ ์•Š์•˜๊ฑฐ๋‚˜ ํŒจ์น˜๋œ ํƒ€์‚ฌ ์ œํ’ˆ์— ์˜์กดํ•˜๋Š” ๊ณต์‹ ํŒจํ‚ค์ง€๋ฅผ ์ถœ์‹œํ•˜์ง€ ์•Š์„ ๊ฒƒ์ž…๋‹ˆ๋‹ค.

๋‚˜๋Š” ๊ทธ ๋‘ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ์ค‘ ํ•˜๋‚˜์— ์‹ค์ œ๋กœ ๊ด€์—ฌํ•˜์ง€ ์•Š์œผ๋ฏ€๋กœ ํ•ด๋‹น ๋ฌธ์ œ์˜ ์ƒํƒœ๋„ ๊ถ๊ธˆํ•ฉ๋‹ˆ๋‹ค. TF ๋ฌธ์ œ๋Š” ์‰ฝ๊ฒŒ ์ˆ˜์ •ํ•˜๊ณ  ํ•ด์ œํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ํƒ€์‚ฌ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๋Š” ๊ทธ๋‹ค์ง€ ๋งŽ์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ๋‹จ์ง€ TF ๋ฌธ์ œ๋ผ๋ฉด Python 3.7์ด ์ฆ‰์‹œ ๊ณต์‹์ ์œผ๋กœ ์ง€์›๋˜์—ˆ์„ ๊ฒƒ์ž…๋‹ˆ๋‹ค.

๋ช‡ ๊ฐ€์ง€ ๊ด€๋ จ ๋งํฌ๋ฅผ ์ฐพ์•˜์Šต๋‹ˆ๋‹ค.
https://github.com/protocolbuffers/protobuf/pull/4940
https://github.com/protocolbuffers/protobuf/pull/4862

๊ณ ์œ  ์ƒํƒœ๊ฐ€ TBH์ธ์ง€ ์ „ํ˜€ ๋ชจ๋ฆ…๋‹ˆ๋‹ค.

์—ฌ์ „ํžˆ pip๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ Python3.7์— TensorFlow๋ฅผ ์„ค์น˜ํ•  ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค. ์•„๋งˆ๋„ ๋ฐ”ํ€ด๊ฐ€ ํ’€๋ฆด ๋•Œ๊นŒ์ง€ ๋ฌธ์ œ๋ฅผ ์—ด์–ด ๋‘์–ด์•ผ ํ•  ๊ฒƒ์ž…๋‹ˆ๋‹ค.

(๋‚˜์™€ ๊ฐ™์€) macO ์‚ฌ์šฉ์ž์˜ ๊ฒฝ์šฐ brew ๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ (์ผ์‹œ์ ์œผ๋กœ) 3.6.5: link ๋กœ ๋‹ค์‹œ ์ „ํ™˜ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๋‚˜๋Š”ํ•ด์•ผํ–ˆ๋‹ค
brew link --overwrite python ๋ฅผ ์ถ”๊ฐ€ํ•œ ๋‹ค์Œ
pip install --upgrade tensorflow ์ž˜ ์ž‘๋™

๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค. tensorflow๋Š” Python 3.7์—์„œ ๋” ์ด์ƒ ์‚ฌ์šฉํ•  ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค. ๋ฆด๋ฆฌ์Šค๋ฅผ ๊ธฐ๋‹ค๋ฆฌ์‹ญ์‹œ์˜ค.

์ด ๋ฌธ์ œ๊ฐ€ ๋ฐœ์ƒํ•  ์ˆ˜ ์žˆ๋Š” ๋‹ค๋ฅธ ์‚ฌ๋žŒ๋“ค์„ ์œ„ํ•ด: python 3.6 :-)์œผ๋กœ ์ƒˆ ํ™˜๊ฒฝ์„ ๋งŒ๋“œ์‹ญ์‹œ์˜ค.

Docker๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ tensorflow๋ฅผ ์‹คํ–‰ํ•˜๋ฏ€๋กœ ๋ฌธ์ œ๊ฐ€ ๋˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ์–ธ์–ด์˜ ์ตœ์‹  ํ‘œ์ค€์ด ๊ธ‰๋ณ€ํ•˜๋”๋ผ๋„ ํ•ญ์ƒ ์ตœ์‹  ํ‘œ์ค€์„ ๋”ฐ๋ผ์•ผ ํ•œ๋‹ค๋Š” ์ ์„ ์ง€์ ํ•˜๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.

pip install tensorflow์— ๋Œ€ํ•œ ์—…๋ฐ์ดํŠธ๊ฐ€ ์žˆ์Šต๋‹ˆ๊นŒ?

๋‹ค์Œ์€ 3.7์—์„œ ์ž‘์—…์„ ์ˆ˜ํ–‰ํ•˜๋Š” ๊ฐ„๋‹จํ•œ ํŠธ๋ฆญ์ž…๋‹ˆ๋‹ค. ํ•˜์ง€๋งŒ ๋ฌธ์ œ๊ฐ€ ๋ฐœ์ƒํ•˜๋”๋ผ๋„ ์‹ ๊ฒฝ ์“ฐ์ง€ ์•Š๋Š” ํ„ฐํ”„ํ•œ ๋‚˜๋ฐฉ์ธ ๊ฒฝ์šฐ์—๋งŒ ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค.

wget https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-1.11.0-cp36-cp36m-linux_x86_64.whl

(๋˜๋Š” ์˜ฌ๋ฐ”๋ฅธ ํœ ์ด ๋ฌด์—‡์ด๋“ )
๊ทธ๋ฆฌ๊ณ :

cp tensorflow-1.11.0-cp36-cp36m-linux_x86_64.whl tensorflow-1.11.0-cp37-cp37m-linux_x86_64.whl
pip install tensorflow-1.11.0-cp37-cp37m-linux_x86_64.whl

๋‹ค์Œ์€ 3.7์—์„œ ์ž‘์—…์„ ์ˆ˜ํ–‰ํ•˜๋Š” ๊ฐ„๋‹จํ•œ ํŠธ๋ฆญ์ž…๋‹ˆ๋‹ค. ํ•˜์ง€๋งŒ ๋ฌธ์ œ๊ฐ€ ๋ฐœ์ƒํ•˜๋”๋ผ๋„ ์‹ ๊ฒฝ ์“ฐ์ง€ ์•Š๋Š” ํ„ฐํ”„ํ•œ ๋‚˜๋ฐฉ์ธ ๊ฒฝ์šฐ์—๋งŒ ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค.

wget https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-1.11.0-cp36-cp36m-linux_x86_64.whl

(๋˜๋Š” ์˜ฌ๋ฐ”๋ฅธ ํœ ์ด ๋ฌด์—‡์ด๋“ )
๊ทธ๋ฆฌ๊ณ :

cp tensorflow-1.11.0-cp36-cp36m-linux_x86_64.whl tensorflow-1.11.0-cp37-cp37m-linux_x86_64.whl
pip install tensorflow-1.11.0-cp37-cp37m-linux_x86_64.whl

์•ˆ๋…•ํ•˜์„ธ์š”, ํ•˜ํฌ๋„ค์ž…๋‹ˆ๋‹ค.

๋‚˜๋Š” ๋‹น์‹ ์˜ ํŠธ๋ฆญ์„ ์‹œ๋„ํ–ˆ์ง€๋งŒ ๋‹ค์Œ ๋ฉ”์‹œ์ง€๋ฅผ ๋ฐ›์•˜์Šต๋‹ˆ๋‹ค.

/home/adriano/anaconda3/lib/python3.7/importlib/_bootstrap.py:219: RuntimeWarning: 'tensorflow.python.framework.fast_tensor_util' ๋ชจ๋“ˆ์˜ ์ปดํŒŒ์ผ ์‹œ๊ฐ„ ๋ฒ„์ „ 3.6์ด ๋Ÿฐํƒ€์ž„ ๋ฒ„์ „ 3.7๊ณผ ์ผ์น˜ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.
๋ฐ˜ํ™˜ f( ์ธ์ˆ˜, * kwds)

ํ•˜์ง€๋งŒ... ๋‚ด ์Šคํฌ๋ฆฝํŠธ์—์„œ tensorflow ๋ชจ๋“ˆ์„ ๊ฐ€์ ธ์˜ฌ ๋•Œ ์˜ค๋ฅ˜ ๋ฉ”์‹œ์ง€๊ฐ€ ์ˆ˜์‹ ๋˜์ง€ ์•Š๋Š” ๊ฒƒ์„ ๋ณด์•˜์Šต๋‹ˆ๋‹ค.

ํ• ์„ค์น˜ --์—…๊ทธ๋ ˆ์ด๋“œ https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-0.12.0-py3-none-any.whl
๊ทธ๊ฒƒ์ด ๋‚ด๊ฐ€ ์‚ฌ์šฉํ•˜๋Š” Windows์˜ python 3.7์ด๋ฉฐ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค.

ํ• ์„ค์น˜ --์—…๊ทธ๋ ˆ์ด๋“œ https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-0.12.0-py3-none-any.whl
๊ทธ๊ฒƒ์ด ๋‚ด๊ฐ€ ์‚ฌ์šฉํ•˜๋Š” Windows์˜ python 3.7์ด๋ฉฐ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค.

Mac์—์„œ python 3.7์„ ์‚ฌ์šฉํ–ˆ์Šต๋‹ˆ๋‹ค.

ํ• ์„ค์น˜ --์—…๊ทธ๋ ˆ์ด๋“œ https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-0.12.0-py3-none-any.whl
๊ทธ๊ฒƒ์ด ๋‚ด๊ฐ€ ์‚ฌ์šฉํ•˜๋Š” Windows์˜ python 3.7์ด๋ฉฐ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค.

Mac์—์„œ๋„ ์ €๋ฅผ ์œ„ํ•ด ์ผํ–ˆ์Šต๋‹ˆ๋‹ค. ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค!

์™œ ํ์‡„?
pip install tensorflow ์•„์ง ์ž‘๋™ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.

pip install --upgrade https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-0.12.0-py3-none-any.whl ์„ฑ๊ณตํ–ˆ์ง€๋งŒ ๊ฐ„๋‹จํ•œ n00b ์นœํ™”์ ์ธ ์„ค์น˜๊ฐ€ ์•„๋‹™๋‹ˆ๋‹ค.

์ œ์ณ๋‘๊ณ : [ tf.enable_eager_execution() ๋Š” ์ฒดํฌ์Šคํฌ๋ฆฝํŠธ์— ์žˆ๋Š” ๊ฒฝ์šฐ ์ œ๊ฑฐ๋ฉ๋‹ˆ๋‹ค.
AttributeError: module 'tensorflow' has no attribute 'enable_eager_execution' ]

ํ• ์„ค์น˜ --์—…๊ทธ๋ ˆ์ด๋“œ https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-0.12.0-py3-none-any.whl

์ด ๋ฒ„์ „์€ 0.12 ๋˜๋Š” 1.12์ž…๋‹ˆ๊นŒ?

pip install tensorflow๊ฐ€ OS X python 3.7์—์„œ ์ž‘๋™ํ•˜์ง€ ์•Š์Œ
์ด ์Šค๋ ˆ๋“œ์—์„œ ์ˆ˜์ •ํ•˜๋ฉด ๋ฒ„์ „ 0.12.0์ด ํ‘œ์‹œ๋ฉ๋‹ˆ๊นŒ?

ํ…์„œํ”Œ๋กœ๋ฅผ tf๋กœ ๊ฐ€์ ธ์˜ค๊ธฐ
tf.__๋ฒ„์ „__
'0.12.0' ??

์™œ ํ์‡„?
pip install tensorflow ์•„์ง ์ž‘๋™ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.

pip install --upgrade https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-0.12.0-py3-none-any.whl ์„ฑ๊ณตํ–ˆ์ง€๋งŒ ๊ฐ„๋‹จํ•œ n00b ์นœํ™”์ ์ธ ์„ค์น˜๊ฐ€ ์•„๋‹™๋‹ˆ๋‹ค.

์ œ์ณ๋‘๊ณ : [ tf.enable_eager_execution() ๋Š” ์ฒดํฌ์Šคํฌ๋ฆฝํŠธ์— ์žˆ๋Š” ๊ฒฝ์šฐ ์ œ๊ฑฐ๋ฉ๋‹ˆ๋‹ค.
AttributeError: module 'tensorflow' has no attribute 'enable_eager_execution' ]

๋‚˜๋Š” ๋‘ ๋ฒˆ์งธ. ์ด 0.12. ๋ฒ„์ „์€ ๋˜ํ•œ keras์™€์˜ ํ˜ธํ™˜์„ฑ์„ ์ค‘๋‹จํ•ฉ๋‹ˆ๋‹ค. keras๊ฐ€ ๊ฒฝ๊ณ ๋‚˜ ์˜ค๋ฅ˜ ๋ฉ”์‹œ์ง€๋ฅผ ํ‘œ์‹œํ•˜์ง€ ์•Š๊ณ  ํ•™์Šต์„ ๊ฑฐ๋ถ€ํ•˜๋Š” ์ง€์ ๊นŒ์ง€.

๋ฐฉ๊ธˆ conda(์ •ํ™•ํ•˜๊ฒŒ๋Š” miniconda3)๋ฅผ ์„ค์น˜ํ•œ ๋‹ค์Œ ์ด๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ python 3.6.5์™€ ํ•จ๊ป˜ virtualenv๋ฅผ ์„ค์น˜ํ•˜๊ณ  tf์™€ keras๋ฅผ ๋ชจ๋‘ ์„ค์น˜ํ•˜์—ฌ ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ–ˆ์Šต๋‹ˆ๋‹ค. ์ด์ œ ๋‚ด ๋ชจ๋ธ์ด ํ•™์Šตํ•ฉ๋‹ˆ๋‹ค.

๋‚˜๋Š” 0.12๊ฐ€ ์›๋ž˜ ์ฃผ์„์˜ ์˜คํƒ€ ๋•Œ๋ฌธ์ด๋ผ๊ณ  ๊ฑฐ์˜ ํ™•์‹ ํ•ฉ๋‹ˆ๋‹ค. https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.12.0-py3-none-any.whl ์„ค์น˜๊ฐ€ ์ €์—๊ฒŒ ํšจ๊ณผ์ ์ž…๋‹ˆ๋‹ค.

Python 3.7.1 (v3.7.1:260ec2c36a, Oct 20 2018, 03:13:28) 
[Clang 6.0 (clang-600.0.57)] on darwin
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow
/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/importlib/_bootstrap.py:219: RuntimeWarning: compiletime version 3.6 of module 'tensorflow.python.framework.fast_tensor_util' does not match runtime version 3.7
  return f(*args, **kwds)
>>> tensorflow.__version__
'1.12.0'
>>> 

RuntimeWarning ๋Š” ๊ฒฝ๊ณ ์ผ ๋ฟ์ž…๋‹ˆ๋‹ค.

๋‚˜๋Š” 0.12๊ฐ€ ์›๋ž˜ ์ฃผ์„์˜ ์˜คํƒ€ ๋•Œ๋ฌธ์ด๋ผ๊ณ  ๊ฑฐ์˜ ํ™•์‹ ํ•ฉ๋‹ˆ๋‹ค. https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.12.0-py3-none-any.whl ์„ค์น˜๊ฐ€ ์ €์—๊ฒŒ ํšจ๊ณผ์ ์ž…๋‹ˆ๋‹ค.

Python 3.7.1 (v3.7.1:260ec2c36a, Oct 20 2018, 03:13:28) 
[Clang 6.0 (clang-600.0.57)] on darwin
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow
/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/importlib/_bootstrap.py:219: RuntimeWarning: compiletime version 3.6 of module 'tensorflow.python.framework.fast_tensor_util' does not match runtime version 3.7
  return f(*args, **kwds)
>>> tensorflow.__version__
'1.12.0'
>>> 

RuntimeWarning ๋Š” ๊ฒฝ๊ณ ์ผ ๋ฟ์ž…๋‹ˆ๋‹ค.

์•Œ์•˜์–ด, ํ—‰! ์ฐจ์ด๊ฐ€์—†๋Š” ๋™์ผํ•œ ๊ฒฝ๊ณ ๊ฐ€ ๋‚˜๋ฅผ ์œ„ํ•ด ์ผํ–ˆ์Šต๋‹ˆ๋‹ค.

$ pip --version
pip 18.1 

$ python --version
Python 3.7.0

$ pip install tensorflow
Collecting tensorflow
  Could not find a version that satisfies the requirement tensorflow (from versions: )
No matching distribution found for tensorflow

$ pip search tensorflow
tensorflow (1.12.0)       - TensorFlow is an open source machine learning framework for everyone.

$ pip install --upgrade https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.12.0-py3-none-any.whl

$ python
Python 3.7.0 (default, Oct 18 2018, 15:08:12)
[Clang 10.0.0 (clang-1000.10.44.2)] on darwin
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow
/lib/python3.7/importlib/_bootstrap.py:219: RuntimeWarning: compiletime version 3.6 of module 'tensorflow.python.framework.fast_tensor_util' does not match runtime version 3.7
  return f(*args, **kwds)
>>> tensorflow.__version__
'1.12.0'

ํ• ์„ค์น˜ --์—…๊ทธ๋ ˆ์ด๋“œ https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.12.0-py3-none-any.whl
ํŒŒ์ด์ฌ 3.7.1์—์„œ ์ž‘๋™ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค

๋‚˜๋Š” ์ž ์‹œ ๋™์•ˆ ๊ฒ€์ƒ‰ ํ•œ ํ›„ ์ด๊ฒƒ์ด ์ž‘๋™ํ•˜๋Š” ๊ฒƒ์„ ๋ฐœ๊ฒฌํ–ˆ์Šต๋‹ˆ๋‹ค. ๋ˆ„๊ตฐ๊ฐ€์—๊ฒŒ ์œ ์šฉํ•  ๊ฒƒ ๊ฐ™์•„์„œ ์—ฌ๊ธฐ์— ๋‚จ๊ฒจ๋‘ก๋‹ˆ๋‹ค.

Tensorflow๋Š” ์˜ค๋Š˜ ํ˜„์žฌ Python 3.6๋งŒ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค. ํ‘œ์ค€ ๋ฒ„์ „๊ณผ ํ•จ๊ป˜ ๋‹ค๋ฅธ ๋ฒ„์ „์˜ Python์„ ์„ค์น˜ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๋‹ค์Œ์„ ์ˆ˜ํ–‰ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

* Download the Python3.6 tgz file from the official website (eg. Python-3.6.6.tgz)

* Unpack it with `tar -xvzf Python-3.6.6.tgz`

* `cd Python-3.6.6`

* run `./configure`

* run `make altinstall` to install it (`install` vs `altinstall` explanation here https://stackoverflow.com/questions/16018463/difference-in-details-between-make-install-and-make-altinstall)

์ผ๋ฐ˜์ ์œผ๋กœ /usr/local/bin ์•„๋ž˜์—์„œ ์ƒˆ Python ์„ค์น˜๋ฅผ ์ฐพ์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ด์ œ ๋‹ค์Œ์„ ์‚ฌ์šฉํ•˜์—ฌ python ๋ฒ„์ „์„ ์ง€์ •ํ•˜๋Š” ์ƒˆ virtualenv๋ฅผ ๋งŒ๋“ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

* `virtualenv --python=python3.6 env3.6`

* Get into the virtualenv running the command `source env3.6/source/bin/activate`.

* Install tensorflow with the classic `pip install tensorflow`

* Profit

๊ฐ€์ƒ ํ™˜๊ฒฝ ๋ช…๋ น์„ ์‹คํ–‰ํ•˜๋Š” ๋ฐ ์˜คํƒ€๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค. source env3.6/bin/activate ์ด์–ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

๋‚˜๋Š” ๊ฐ™์€ ๋ฌธ์ œ๊ฐ€ ์žˆ์—ˆ๋‹ค. ์ด ์‹œ๋„:

  • Python์„ 3.7์—์„œ 3.6์œผ๋กœ ๋‹ค์šด๊ทธ๋ ˆ์ด๋“œํ•ฉ๋‹ˆ๋‹ค(conda virtual env๋ฅผ ์‚ฌ์šฉํ•˜๋Š” ๊ฒฝ์šฐ ' conda create -n yourenvname python==3.6 anaconda' ๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ์ƒˆ ๊ฐ€์ƒ ํ™˜๊ฒฝ์„ ๋งŒ๋“ญ๋‹ˆ๋‹ค)
  • ๊ทธ๋Ÿฐ ๋‹ค์Œ 'pip install tensorflow-gpu'

์ผํ•ด์•ผ ํ•œ๋‹ค..

x86_64 ๋ฐ Linux ๋ฐฐํฌํŒ ์„ ์‚ฌ์šฉํ•˜๋Š” ๊ฒฝ์šฐ GitHub ์ €์žฅ์†Œ ์•„๋ž˜์—์„œ ์œ ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

https://github.com/evdcush/TensorFlow-wheels

๋‚ด ์ปดํ“จํ„ฐ์— ์‹œ๋„ํ•˜๊ณ  ์„ฑ๊ณต์ ์œผ๋กœ ์„ค์น˜ํ–ˆ์Šต๋‹ˆ๋‹ค.

$ wget https://github.com/evdcush/TensorFlow-wheels/releases/download/tf-1.12.0-py37-cpu-ivybridge/tensorflow-1.12.0-cp37-cp37m-linux_x86_64.whl
$ pip install --user tensorflow-1.12.0-cp37-cp37m-linux_x86_64.whl  
$ python
Python 3.7.1 (default, Oct 22 2018, 10:41:28) 
[GCC 8.2.1 20180831] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow
>>> print(tensorflow.__version__)
1.12.0
>>>

Tensorflow + GPU ๋นŒ๋“œ๋ฅผ ์›ํ•˜๋ฉด ์œ„์˜ Github repo ํŽ˜์ด์ง€๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ์›ํ•˜๋Š” ๊ฒƒ์„ ์„ ํƒํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

๊ฑด๋ฐฐ.

ํ• ์„ค์น˜ --์—…๊ทธ๋ ˆ์ด๋“œ https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-0.12.0-py3-none-any.whl
๊ทธ๊ฒƒ์ด ๋‚ด๊ฐ€ ์‚ฌ์šฉํ•˜๋Š” Windows์˜ python 3.7์ด๋ฉฐ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค.

์ด๊ฒƒ์ด ํ™˜์ƒ์ ์œผ๋กœ ์ž‘๋™ํ–ˆ๋‹ค๋Š” ๊ฒƒ์„ ์•Œ๊ธฐ๋ฅผ ๋ฐ”๋ž๋‹ˆ๋‹ค. ๊ฐ์‚ฌ ํ•ด์š”!

Linux์— ๋Œ€ํ•œ ์ œ์•ˆ ์‚ฌํ•ญ์ด ์žˆ์Šต๋‹ˆ๊นŒ?

pip install --upgrade https://storage.googleapis.com/tensorflow/linux/gpu/tensorflow_gpu-1.12.0-cp36-cp36m-linux_x86_64.whl

tensorflow-1.12.0-cp36-cp36m-linux_x86_64.whl ์€ ์ด ํ”Œ๋žซํผ์—์„œ ์ง€์›๋˜๋Š” ํœ ์ด ์•„๋‹™๋‹ˆ๋‹ค .

๋ˆ„๊ตฐ๊ฐ€๊ฐ€ ๋‚˜๋ฅผ ๋„์šธ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค!
๋‚˜๋Š” ์ด๋ฏธ python 3.7.1์„ ์„ค์น˜ํ–ˆ๊ณ  tensor-flow๋ฅผ ์„ค์น˜ํ•˜๊ณ  ์‹ถ์ง€๋งŒ ํ•  ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค
์ด ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ์•Œ๋ ค์ค„ ์ˆ˜ ์žˆ๋Š” ์‚ฌ๋žŒ

๋ˆ„๊ตฐ๊ฐ€๊ฐ€ ๋‚˜๋ฅผ ๋„์šธ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค!
๋‚˜๋Š” ์ด๋ฏธ python 3.7.1์„ ์„ค์น˜ํ–ˆ๊ณ  tensor-flow๋ฅผ ์„ค์น˜ํ•˜๊ณ  ์‹ถ์ง€๋งŒ ํ•  ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค
์ด ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ์•Œ๋ ค์ค„ ์ˆ˜ ์žˆ๋Š” ์‚ฌ๋žŒ

์•ˆ๋…•ํ•˜์„ธ์š” Nasser, ๋ถˆํ–‰ํžˆ๋„ Tensorflow๋Š” ์•„์ง Python v3.7์—์„œ ์ž‘๋™ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ์ œ๊ฑฐํ•˜๊ณ  Python ์›น ์‚ฌ์ดํŠธ๋กœ ์ด๋™ํ•˜์—ฌ Python v3.6์„ ์„ค์น˜ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. ์ข‹์€ ์ ์€ ์ฐจ์ด์ ์ด ๋งŽ์ง€ ์•Š๋‹ค๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค. :) ๋ชจ๋“  ํŒจํ‚ค์ง€๋ฅผ ๋‹ค์‹œ ์„ค์น˜ํ•˜์‹ญ์‹œ์˜ค. ์ €๋Š” ๊ฐœ์ธ์ ์œผ๋กœ ๋ชจ๋“  ํŒจํ‚ค์ง€์˜ ์Šคํฌ๋ฆฐ์ƒท์„ ์ฐ๊ณ (์ฆ‰, ๋ช…๋ น ํ”„๋กฌํ”„ํŠธ๋กœ ์ด๋™ํ•˜์—ฌ pip list๋ฅผ ์ž…๋ ฅํ•œ ๋‹ค์Œ ์Šคํฌ๋ฆฐ์ƒท์„ ์ฐ์Šต๋‹ˆ๋‹ค) ๋ชจ๋“  ํŒจํ‚ค์ง€๋ฅผ ๋‹ค์‹œ ์„ค์น˜ํ•˜๋„๋ก ์ฐธ์กฐํ–ˆ์Šต๋‹ˆ๋‹ค.

๊ฑด๋ฐฐ

๋ˆ„๊ตฐ๊ฐ€๊ฐ€ ๋‚˜๋ฅผ ๋„์šธ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค!
๋‚˜๋Š” ์ด๋ฏธ python 3.7.1์„ ์„ค์น˜ํ–ˆ๊ณ  tensor-flow๋ฅผ ์„ค์น˜ํ•˜๊ณ  ์‹ถ์ง€๋งŒ ํ•  ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค
์ด ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ์•Œ๋ ค์ค„ ์ˆ˜ ์žˆ๋Š” ์‚ฌ๋žŒ

์•ˆ๋…•ํ•˜์„ธ์š” Nasser, ๋ถˆํ–‰ํžˆ๋„ Tensorflow๋Š” ์•„์ง Python v3.7์—์„œ ์ž‘๋™ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ์ œ๊ฑฐํ•˜๊ณ  Python ์›น ์‚ฌ์ดํŠธ๋กœ ์ด๋™ํ•˜์—ฌ Python v3.6์„ ์„ค์น˜ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. ์ข‹์€ ์ ์€ ์ฐจ์ด์ ์ด ๋งŽ์ง€ ์•Š๋‹ค๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค. :) ๋ชจ๋“  ํŒจํ‚ค์ง€๋ฅผ ๋‹ค์‹œ ์„ค์น˜ํ•˜์‹ญ์‹œ์˜ค. ์ €๋Š” ๊ฐœ์ธ์ ์œผ๋กœ ๋ชจ๋“  ํŒจํ‚ค์ง€์˜ ์Šคํฌ๋ฆฐ์ƒท์„ ์ฐ๊ณ (์ฆ‰, ๋ช…๋ น ํ”„๋กฌํ”„ํŠธ๋กœ ์ด๋™ํ•˜์—ฌ pip list๋ฅผ ์ž…๋ ฅํ•œ ๋‹ค์Œ ์Šคํฌ๋ฆฐ์ƒท์„ ์ฐ์Šต๋‹ˆ๋‹ค) ๋ชจ๋“  ํŒจํ‚ค์ง€๋ฅผ ๋‹ค์‹œ ์„ค์น˜ํ•˜๋„๋ก ์ฐธ์กฐํ–ˆ์Šต๋‹ˆ๋‹ค.

๊ฑด๋ฐฐ

๊ฐ์‚ฌ ํ•ด์š”

python 3.7.2์—์„œ tensorflow๋Š” ์–ธ์ œ ์ง€์›๋˜๋‚˜์š”?

๋…ธ๋ ฅํ•˜๋‹ค

python3 -m pip ์„ค์น˜ --upgrade https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-0.12.0-py3-none-any.whl

$ pip --version
pip 18.1 

$ python --version
Python 3.7.0

$ pip install tensorflow
Collecting tensorflow
  Could not find a version that satisfies the requirement tensorflow (from versions: )
No matching distribution found for tensorflow

$ pip search tensorflow
tensorflow (1.12.0)       - TensorFlow is an open source machine learning framework for everyone.

$ pip install --upgrade https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.12.0-py3-none-any.whl

$ python
Python 3.7.0 (default, Oct 18 2018, 15:08:12)
[Clang 10.0.0 (clang-1000.10.44.2)] on darwin
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow
/lib/python3.7/importlib/_bootstrap.py:219: RuntimeWarning: compiletime version 3.6 of module 'tensorflow.python.framework.fast_tensor_util' does not match runtime version 3.7
  return f(*args, **kwds)
>>> tensorflow.__version__
'1.12.0'

๊ธ€์Ž„, ์ด๊ฒƒ์€ ๋‚˜๋ฅผ ์œ„ํ•ด ์ž‘๋™ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. pip๋กœ ๋‹ค์šด๋กœ๋“œ๊ฐ€ ์™„๋ฃŒ๋˜๋ฉด tensorflow๋ผ๋Š” ๋ชจ๋“ˆ์ด ์—†๋‹ค๊ณ  ํ‘œ์‹œ๋ฉ๋‹ˆ๋‹ค.

์ข‹์•„์š” ์—ฌ๋Ÿฌ๋ถ„... 2์‹œ๊ฐ„์„ ๋ณด๋ƒˆ์Šต๋‹ˆ๋‹ค. ์ง€๊ธˆ์€ ๋น ๋ฅธ ํ•ด๊ฒฐ ๋ฐฉ๋ฒ•: ๋‹ค์Œ๊ณผ ๊ฐ™์ด ๊ฐ„๋‹จํ•ฉ๋‹ˆ๋‹ค. ์ง€๊ธˆ python3.6.5_1 ๋ฅผ ์‚ฌ์šฉํ•ฉ๋‹ˆ๋‹ค. ์ด์ „ Python ์‹คํ–‰ ํŒŒ์ผ์˜ ์ „์ฒด ๊ฒฝ๋กœ๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ํ…์„œํ”Œ๋กœ ๊ธฐ๋ฐ˜ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜์„ ์‹œ์ž‘ํ•ฉ๋‹ˆ๋‹ค.

โฏ /usr/local/Cellar/python3/3.6.5_1/bin/python3
Python 3.6.5 (default, Jun 17 2018, 12:13:06)
[GCC 4.2.1 Compatible Apple LLVM 9.1.0 (clang-902.0.39.2)] on darwin
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow
>>> tensorflow.__version__
'1.12.0'
>>>

homebrew ๋˜๋Š” ๋‹ค๋ฅธ ๋ฐฉ๋ฒ•์„ ์‚ฌ์šฉํ•˜์—ฌ ์ด python ๋ฒ„์ „์„ ์„ค์น˜ํ•  ์ˆ˜ ์žˆ๋Š”์ง€ ํ™•์ธํ•˜์‹ญ์‹œ์˜ค. ์ด์ œ TensorFlow ๊ฐœ๋ฐœ์ž๊ฐ€ ์ด ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•˜๊ธฐ๋ฅผ ๊ธฐ๋‹ค๋ฆฌ๋Š” ๋™์•ˆ ๋‹ค๋ฅธ ๋ชจ๋“  ํ•ญ๋ชฉ์€ ์ •๊ธฐ์ ์ธ ์ตœ์‹  Python 3.7์„ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

@PiotrWegrzyn ,

๋‹ค์Œ์ด ํšจ๊ณผ๊ฐ€ ์žˆ๋Š”์ง€ ํ™•์ธํ•˜์‹ญ์‹œ์˜ค.
pip3 install --upgrade https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.12.0-py3-none-any.whl

@shahril96

๊ท€ํ•˜์˜ ์†”๋ฃจ์…˜์€ ์•„์น˜ ๋ฆฌ๋ˆ…์Šค์—์„œ ์ €์—๊ฒŒ ํšจ๊ณผ์ ์ด์—ˆ์Šต๋‹ˆ๋‹ค. ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค!

Python 3.7์— tensorflow1.12๋ฅผ ์„ฑ๊ณต์ ์œผ๋กœ ์„ค์น˜ํ•˜๋”๋ผ๋„ ๋‹ค์Œ๊ณผ ๊ฐ™์€ ์˜ˆ๊ธฐ์น˜ ์•Š์€ ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค.
'tf.constant(5)' 'UnboundLocalError: ํ• ๋‹น ์ „์— ์ฐธ์กฐ๋œ ๋กœ์ปฌ ๋ณ€์ˆ˜ 'self'' ๊ฐ€์ ธ์˜ค๊ธฐ

PIP์—์„œ Python 3.7์šฉ Tensorflow๋ฅผ ์–ธ์ œ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ? ๋‹ค๋ฅธ ํŒจํ‚ค์ง€์— ์ข…์†์„ฑ์œผ๋กœ ํฌํ•จํ•˜๋ฉด ๋‹ค๋ฅธ ์˜ต์…˜์ด ์ž‘๋™ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.

TensorFlow๋Š” ์ข…์† ํ•ญ๋ชฉ์— 3.7์ด ์žˆ์„ ๋•Œ pip์— 3.7์ด ์žˆ์Šต๋‹ˆ๋‹ค. ์ด๊ฒƒ์€ ํŠนํžˆ protobuf๋ฅผ ์˜๋ฏธํ•ฉ๋‹ˆ๋‹ค. 3.7(๋Œ€๋žต 11์›” ์ดํ›„)์—์„œ ์ž‘๋™ํ•  ์ˆ˜ ์žˆ๋„๋ก ํ•˜๋Š” protobuf์šฉ ํŒจ์น˜๊ฐ€ ์žˆ์ง€๋งŒ ์•„์ง ๋ฆด๋ฆฌ์Šค๋˜์ง€ ์•Š์•˜์Šต๋‹ˆ๋‹ค.

python3.7์„ ์ง€์›ํ•˜๊ธฐ ์–ด๋ ค์šด ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. ๋ช‡ ๋‹ฌ์ด ์ง€๋‚ฌ์ง€๋งŒ ์•„์ง ์ง„์ „์ด ์—†๋‹ค.

+1

+1

+1

Python ๊ทธ๋ฃน์€ ๋ถ€ ๋ฒ„์ „ ๋ฒ”ํ”„๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ์ฃผ์š” ์–ธ์–ด ๋ณ€๊ฒฝ ์‚ฌํ•ญ์„ ๋ฐœํ‘œํ•  ๊ฒƒ์„ ์ฃผ์žฅํ•ฉ๋‹ˆ๋‹ค.

๋‚˜๋Š” ํŒŒ์ด์ฌ์ด ์ด๋Ÿฌํ•œ ์ฃผ์š” ๋ณ€๊ฒฝ ์‚ฌํ•ญ์œผ๋กœ ๋๋‚ฌ๋‹ค๊ณ  ์ƒ๊ฐํ–ˆ์Šต๋‹ˆ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ Google์—์„œ ๋ณ€์ˆ˜ ์ด๋ฆ„์œผ๋กœ ๋น„๋™๊ธฐ์‹์„ ์‚ฌ์šฉํ•˜์‹œ๊ฒ ์Šต๋‹ˆ๊นŒ?

๋‚˜๋Š” ๋‹จ์ง€ +1 ๋˜๋Š” ๋Š์Šจํ•˜๊ฒŒ ์—ฐ๊ฒฐ๋œ ๋ฐœ์–ธ์„ ๊ฒŒ์‹œํ•˜๋ฉด ์ด ์Šค๋ ˆ๋“œ๋ฅผ ๋ณด๊ณ  ์žˆ๋Š” ์•ฝ 65๋ช…์˜ ์‚ฌ๋žŒ๋“ค์˜ ๋ฉ”์ผํ•จ์„ ์ŠคํŒธํ•  ๊ฒƒ์ด๋ผ๋Š” ์ ์„ ๊ฐ•์กฐํ•˜๊ณ  ์‹ถ์—ˆ์Šต๋‹ˆ๋‹ค.

๋Œ“๊ธ€์„ ์ž‘์„ฑํ•˜์ง€ ์•Š๊ณ  ์•Œ๋ฆผ์„ ๊ตฌ๋…ํ•˜๋ ค๋ฉด ํŽ˜์ด์ง€ ์˜ค๋ฅธ์ชฝ ์ƒ๋‹จ์˜ "๊ตฌ๋…" ๋ฒ„ํŠผ์„ ํด๋ฆญํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๊ตฌ๋…์ž ์ˆ˜๋Š” "+1"์„ ์“ฐ์ง€๋งŒ ๋‹ค๋ฅธ ๋ชจ๋“  ์‚ฌ๋žŒ์—๊ฒŒ ์•Œ๋ฆฌ์ง€ ์•Š์€ ๊ฒƒ์ฒ˜๋Ÿผ ์œ ์ง€ ๊ด€๋ฆฌ์ž์—๊ฒŒ ์ด ๋ฌธ์ œ์— ๋Œ€ํ•œ ๊ด€์‹ฌ์„ ๋‚˜ํƒ€๋‚ด๋Š” ์ข‹์€ ํ‘œ์‹œ๊ฐ€ ๋  ๊ฒƒ์ด๋ผ๊ณ  ์ƒ๊ฐํ•ฉ๋‹ˆ๋‹ค. ๊ณ ๋ง™์Šต๋‹ˆ๋‹ค :)

๋˜ํ•œ ์—ฌ๊ธฐ์— ๋˜ ๋‹ค๋ฅธ ํ•˜์ด๋ผ์ดํŠธ๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค. async ๋Š” ์‹ค์ œ๋กœ 3๋…„ ์ „์ธ 2015๋…„ 9์›”์— ์ถœ์‹œ๋œ Python 3.5์—์„œ ๋„์ž…๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ๊ทธ๋ฆฌ๊ณ  ๊ทธ๋“ค์€ ๋‹ค์Œ๊ณผ ๊ฐ™์ด ๊ฒฝ๊ณ ํ–ˆ์Šต๋‹ˆ๋‹ค.

async ๋ฐ await๋Š” ๋ณ€์ˆ˜, ํด๋ž˜์Šค, ํ•จ์ˆ˜ ๋˜๋Š” ๋ชจ๋“ˆ ์ด๋ฆ„์œผ๋กœ ์‚ฌ์šฉํ•˜์ง€ ์•Š๋Š” ๊ฒƒ์ด ์ข‹์Šต๋‹ˆ๋‹ค. Python 3.5์˜ PEP 492์— ์˜ํ•ด ๋„์ž…๋œ ์ด ํ‚ค์›Œ๋“œ๋Š” Python 3.7์—์„œ ์ ์ ˆํ•œ ํ‚ค์›Œ๋“œ๊ฐ€ ๋  ๊ฒƒ์ž…๋‹ˆ๋‹ค.

๋”ฐ๋ผ์„œ #25429์—์„œ ์ด์— ๋Œ€ํ•œ ์‹ค์ œ ๊ณต๊ฐœ ํ‹ฐ์ผ“์„ ๋”ฐ๋ฅผ ์ˆ˜ ์žˆ๋‹ค๊ณ  ์ƒ๊ฐํ•ฉ๋‹ˆ๋‹ค.

์‹œ์Šคํ…œ ์ •๋ณด

  • ์‚ฌ์šฉ์ž ์ง€์ • ์ฝ”๋“œ๋ฅผ ์ž‘์„ฑํ–ˆ์Šต๋‹ˆ๊นŒ(TensorFlow์—์„œ ์ œ๊ณต๋˜๋Š” ๊ธฐ๋ณธ ์˜ˆ์ œ ์Šคํฌ๋ฆฝํŠธ ์‚ฌ์šฉ๊ณผ ๋ฐ˜๋Œ€) : N/A
  • OS ํ”Œ๋žซํผ ๋ฐ ๋ฐฐํฌ(์˜ˆ: Linux Ubuntu 16.04) : macOS 10.13
  • (์†Œ์Šค ๋˜๋Š” ๋ฐ”์ด๋„ˆ๋ฆฌ)์—์„œ ์„ค์น˜๋œ TensorFlow : ๋ฐ”์ด๋„ˆ๋ฆฌ
  • TensorFlow ๋ฒ„์ „(์•„๋ž˜ ๋ช…๋ น ์‚ฌ์šฉ) : 1.8
  • ํŒŒ์ด์ฌ ๋ฒ„์ „ : 3.7
  • Bazel ๋ฒ„์ „(์†Œ์Šค์—์„œ ์ปดํŒŒ์ผํ•˜๋Š” ๊ฒฝ์šฐ) : N/A
  • GCC/์ปดํŒŒ์ผ๋Ÿฌ ๋ฒ„์ „(์†Œ์Šค์—์„œ ์ปดํŒŒ์ผํ•˜๋Š” ๊ฒฝ์šฐ) : N/A
  • CUDA/cuDNN ๋ฒ„์ „ : N/A
  • GPU ๋ชจ๋ธ ๋ฐ ๋ฉ”๋ชจ๋ฆฌ : N/A
  • ์žฌํ˜„ํ•  ์ •ํ™•ํ•œ ๋ช…๋ น : pip install tensorflow

๋ฌธ์ œ ์„ค๋ช…

pip๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ Python3.7 ์— TensorFlow๋ฅผ ์„ค์น˜ํ•˜์ง€ ๋ชปํ–ˆ์Šต๋‹ˆ๋‹ค. ์•„๋ž˜์˜ ์‹คํŒจ ๋กœ๊ทธ๋ฅผ ์ฐธ์กฐํ•˜์‹ญ์‹œ์˜ค.

์†Œ์Šค ์ฝ”๋“œ/๋กœ๊ทธ

tensorflow ์š”๊ตฌ ์‚ฌํ•ญ์„ ์ถฉ์กฑํ•˜๋Š” ๋ฒ„์ „์„ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค(๋ฒ„์ „์—์„œ: ).
tensorflow์— ๋Œ€ํ•ด ์ผ์น˜ํ•˜๋Š” ๋ถ„ํฌ๋ฅผ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.

์ด๊ฒƒ์€ ๋‚˜๋ฅผ ์œ„ํ•ด ์ผํ–ˆ์Šต๋‹ˆ๋‹ค.

ํŒŒ์ด์ฌ -m pip ์„ค์น˜ https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.12.0-py3-none-any.whl

์•ˆ๋…•ํ•˜์„ธ์š” ์—ฌ๋Ÿฌ๋ถ„, ์ด๊ฒƒ์ด ์ตœ์‹  python/pip์—์„œ ์ˆ˜์ •๋˜์—ˆ๋‹ค๊ณ  ๋ฏฟ์Šต๋‹ˆ๋‹ค.

$ python -V
Python 3.7.2
$pip -V
pip 19.0.3 from /usr/lib/python3.7/site-packages/pip (python 3.7)

๋‹ค์Œ์€ ์„ค์น˜ ๋กœ๊ทธ์ž…๋‹ˆ๋‹ค.

$ pip install tensorflow --no-cache-dir
Collecting tensorflow
  Downloading https://files.pythonhosted.org/packages/74/1b/8b39fbe2fc8a7f6c9e19824b45b8a295526da466f75e7c53e00c51105664/tensorflow-1.13.0rc2-cp37-cp37m-manylinux1_x86_64.whl (92.7MB)
    100% |โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 92.7MB 9.8MB/s 
Collecting keras-applications>=1.0.6 (from tensorflow)
  Downloading https://files.pythonhosted.org/packages/90/85/64c82949765cfb246bbdaf5aca2d55f400f792655927a017710a78445def/Keras_Applications-1.0.7-py2.py3-none-any.whl (51kB)
    100% |โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 61kB 10.3MB/s 
Collecting tensorflow-estimator<1.14.0rc0,>=1.13.0rc0 (from tensorflow)
  Downloading https://files.pythonhosted.org/packages/bb/48/13f49fc3fa0fdf916aa1419013bb8f2ad09674c275b4046d5ee669a46873/tensorflow_estimator-1.13.0-py2.py3-none-any.whl (367kB)
    100% |โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 368kB 9.7MB/s 
Requirement already satisfied: protobuf>=3.6.1 in /home/j/.myvirtualenvs/pintpass/lib/python3.7/site-packages (from tensorflow) (3.6.1)
Requirement already satisfied: numpy>=1.13.3 in /home/j/.myvirtualenvs/pintpass/lib/python3.7/site-packages (from tensorflow) (1.15.4)
Collecting absl-py>=0.1.6 (from tensorflow)
  Downloading https://files.pythonhosted.org/packages/31/bc/ab68120d1d89ae23b694a55fe2aece2f91194313b71f9b05a80b32d3c24b/absl-py-0.7.0.tar.gz (96kB)
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Collecting astor>=0.6.0 (from tensorflow)
  Downloading https://files.pythonhosted.org/packages/35/6b/11530768cac581a12952a2aad00e1526b89d242d0b9f59534ef6e6a1752f/astor-0.7.1-py2.py3-none-any.whl
Requirement already satisfied: six>=1.10.0 in /home/j/.myvirtualenvs/pintpass/lib/python3.7/site-packages (from tensorflow) (1.11.0)
Collecting gast>=0.2.0 (from tensorflow)
  Downloading https://files.pythonhosted.org/packages/4e/35/11749bf99b2d4e3cceb4d55ca22590b0d7c2c62b9de38ac4a4a7f4687421/gast-0.2.2.tar.gz
Requirement already satisfied: wheel>=0.26 in /home/j/.myvirtualenvs/pintpass/lib/python3.7/site-packages (from tensorflow) (0.32.3)
Collecting termcolor>=1.1.0 (from tensorflow)
  Downloading https://files.pythonhosted.org/packages/8a/48/a76be51647d0eb9f10e2a4511bf3ffb8cc1e6b14e9e4fab46173aa79f981/termcolor-1.1.0.tar.gz
Collecting tensorboard<1.13.0,>=1.12.0 (from tensorflow)
  Downloading https://files.pythonhosted.org/packages/07/53/8d32ce9471c18f8d99028b7cef2e5b39ea8765bd7ef250ca05b490880971/tensorboard-1.12.2-py3-none-any.whl (3.0MB)
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Collecting keras-preprocessing>=1.0.5 (from tensorflow)
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๊ทธ๋ฆฌ๊ณ  ๊ฒฐ๊ณผ

$ python
Python 3.7.2 (default, Jan 10 2019, 23:51:51) 
[GCC 8.2.1 20181127] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow as tf
>>>

๊ด€๋ จ์—†๋Š”..
@campanelli-resonon ์•ˆ๋…•ํ•˜์„ธ์š”! ๋ฌผ๋ก  ๋ฐ–์€ ์ถฅ์Šต๋‹ˆ๋‹ค :)

Ubuntu ๋ฐ Python3.5์— tensorflow๋ฅผ ์„ค์น˜ํ•˜๋ ค๊ณ  ํ•  ๋•Œ ์ด ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ–ˆ์Šต๋‹ˆ๋‹ค. ๋„์›€์ด ๋˜์…จ์œผ๋ฉด ํ•ฉ๋‹ˆ๋‹ค. ์ง€๋‚œ์ฃผ์— ๋น„์Šทํ•œ ์งˆ๋ฌธ์„ ์˜ฌ๋ ธ์Šต๋‹ˆ๋‹ค.
image

Windows 10 ๋ฐ python3.5์—์„œ ์‹คํ–‰๋˜๋Š” Oracle Virtual Box์—์„œ Ubuntu๋ฅผ ์‹คํ–‰ ์ค‘์ž…๋‹ˆ๋‹ค. URL ๊ฒฝ๋กœ๋ฅผ (linjx ๋ฐ Mac)์œผ๋กœ ๋ณ€๊ฒฝํ•œ ๊ฒฝ์šฐ์—๋„ ์œ„์™€ ๋™์ผํ•œ ์„ค์น˜ tensorflow ์˜ค๋ฅ˜ ๋ฉ”์‹œ์ง€๊ฐ€ ๋‚˜ํƒ€๋‚ฉ๋‹ˆ๋‹ค.

์‚ฌ๊ณผ: ์˜คํƒ€์— ๋Œ€ํ•ด (๋ฆฌ๋ˆ…์Šค ๋ฐ ๋งฅ) ์˜๋„ํ–ˆ์Šต๋‹ˆ๋‹ค.

๋ชจ๋“  ์—…๋ฐ์ดํŠธ?
python 3.7.2๊ฐ€ ์„ค์น˜๋œ ์œˆ๋„์šฐ ์‹œ์Šคํ…œ์—์„œ
pip install tensorflow(pip install tensorflow ์•„๋‹˜) ๋ช…๋ น์„ ์ž…๋ ฅํ•˜๊ณ  ์ž‘๋™ํ–ˆ์Šต๋‹ˆ๋‹ค.

์ด ๋ฌธ์ œ๊ฐ€ ํ•ด๊ฒฐ๋˜์–ด 3.7 ๋ฐ”์ด๋„ˆ๋ฆฌ๋ฅผ pypi์— ๊ฒŒ์‹œํ•ฉ๋‹ˆ๋‹ค. ๋ฌธ์ œ๊ฐ€ ๋ณด์ด๋ฉด ์ƒˆ ๋ฌธ์ œ๋ฅผ ์—ฌ์‹ญ์‹œ์˜ค.

์•ˆ๋…• ๋ฉ”์ง€๋งˆ๋ฃจ

์„ค์น˜๊ฐ€ ์„ฑ๊ณต์ ์œผ๋กœ ์™„๋ฃŒ๋˜์—ˆ์ง€๋งŒ tensoflow๋Š” ๋‹ค์Œ๊ณผ ๊ฐ™์Šต๋‹ˆ๋‹ค.ํ…์„œํ”Œ๋กœ? **๋งŽ์€ ์ง€์› ๋ถ€ํƒ๋“œ๋ฆฝ๋‹ˆ๋‹ค!

์‚ด๋ฆฌ

2019๋…„ 3์›” 29์ผ ๊ธˆ์š”์ผ ์˜ค์ „ 11:32 Martin Wicke [email protected]
์ผ๋‹ค:

์ด ๋ฌธ์ œ๊ฐ€ ํ•ด๊ฒฐ๋˜์–ด 3.7 ๋ฐ”์ด๋„ˆ๋ฆฌ๋ฅผ pypi์— ๊ฒŒ์‹œํ•ฉ๋‹ˆ๋‹ค. ๋‹น์‹ ์ด๋ณด๊ณ  ์žˆ๋‹ค๋ฉด
๋ฌธ์ œ, ์ƒˆ ๋ฌธ์ œ๋ฅผ ์—ด์–ด์ฃผ์„ธ์š”.

โ€”
๋‹น์‹ ์ด ๋Œ“๊ธ€์„ ๋‹ฌ์•˜๊ธฐ ๋•Œ๋ฌธ์— ์ด๊ฒƒ์„ ๋ฐ›๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.
์ด ์ด๋ฉ”์ผ์— ์ง์ ‘ ๋‹ต์žฅํ•˜๊ณ  GitHub์—์„œ ํ™•์ธํ•˜์„ธ์š”.
https://github.com/tensorflow/tensorflow/issues/20444#issuecomment-478061701 ,
๋˜๋Š” ์Šค๋ ˆ๋“œ ์Œ์†Œ๊ฑฐ
https://github.com/notifications/unsubscribe-auth/Apb8t7oBHeBnRivki9_h5XCks1D_fO0jks5vbkAHgaJpZM4U-EUx
.

์•ˆ๋…• ๋ฉ”์ง€๋งˆ๋ฃจ

์„ค์น˜๊ฐ€ ์„ฑ๊ณต์ ์œผ๋กœ ์™„๋ฃŒ๋˜์—ˆ์ง€๋งŒ Tensoflow๋Š” Tensorflow์™€ ๋™์ผํ•ฉ๋‹ˆ๊นŒ? ๋™์ผํ•œ ๊ธฐ๋Šฅ์„ ๊ฐ€์ง€๊ณ  ์žˆ์ง€๋งŒ ์ด์ „์— tensoflow๋ฅผ ์‚ฌ์šฉํ•œ ์ ์ด ์—†์Šต๋‹ˆ๋‹ค.
๋งŽ์€ ์ง€์› ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค!

์ด ๋ฌธ์ œ๊ฐ€ ํ•ด๊ฒฐ๋˜์–ด 3.7 ๋ฐ”์ด๋„ˆ๋ฆฌ๋ฅผ pypi์— ๊ฒŒ์‹œํ•ฉ๋‹ˆ๋‹ค. ๋ฌธ์ œ๊ฐ€ ๋ณด์ด๋ฉด ์ƒˆ ๋ฌธ์ œ๋ฅผ ์—ฌ์‹ญ์‹œ์˜ค.

์ด๊ฒƒ์€ ๋‚ด๊ฐ€ ์œ„์— ๊ฒŒ์‹œํ•œ tensorflow ์„ค์น˜ ์˜ค๋ฅ˜๋ฅผ ํ•ด๊ฒฐํ•˜๊ธฐ ์œ„ํ•ด ํ˜„์žฌ Python ๋ฒ„์ „์„ 3.7๋กœ ์ผ๊ด„ ์ฒ˜๋ฆฌ/์—…๊ทธ๋ ˆ์ด๋“œํ•ด์•ผ ํ•จ์„ ์˜๋ฏธํ•ฉ๋‹ˆ๊นŒ? Ubuntu 16.04์˜ ํ˜„์žฌ Python ๋ฒ„์ „์€ "Python3.5"์ž…๋‹ˆ๋‹ค. ์ •๋ณด ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค!

๋ฌธ์ œ์— ์ ํ•ฉํ•œ ๋ฌธ์ œ๋ฅผ ์ฐพ์œผ์‹ญ์‹œ์˜ค. ์ด ๋ฌธ์ œ๋Š” ์•ฝ 3.7์ž…๋‹ˆ๋‹ค.

์•ˆ๋…•
์ด๊ฒƒ์€ Python 3.7.2์—์„œ ์ €์—๊ฒŒ ํšจ๊ณผ์ ์ด์—ˆ์Šต๋‹ˆ๋‹ค.
sudo pip3 ์„ค์น˜
https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl
https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.12.0-py3-none-any.whl

์นœ์• ํ•˜๋Š”,
์‚ด๋ฆฌ

2019๋…„ 3์›” 29์ผ ๊ธˆ์š”์ผ ์˜ค์ „ 11์‹œ 22๋ถ„์— mejimaru [email protected] ์— ์ž‘์„ฑํ–ˆ์Šต๋‹ˆ๋‹ค.

๋ชจ๋“  ์—…๋ฐ์ดํŠธ?
python 3.7.2๊ฐ€ ์„ค์น˜๋œ ์œˆ๋„์šฐ ์‹œ์Šคํ…œ์—์„œ
pip install tensorflow(pip install tensorflow ์•„๋‹˜) ๋ช…๋ น์„ ์ž…๋ ฅํ•˜๊ณ 
๊ทธ๊ฒƒ์€ ํšจ๊ณผ๊ฐ€ ์žˆ์—ˆ๋‹ค.

ํ• ์„ค์น˜ ํ…์†Œํ”Œ๋กœ์šฐ

์ผํ–ˆ๋‹ค.

โ€”
๋‹น์‹ ์ด ๋Œ“๊ธ€์„ ๋‹ฌ์•˜๊ธฐ ๋•Œ๋ฌธ์— ์ด๊ฒƒ์„ ๋ฐ›๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.
์ด ์ด๋ฉ”์ผ์— ์ง์ ‘ ๋‹ต์žฅํ•˜๊ณ  GitHub์—์„œ ํ™•์ธํ•˜์„ธ์š”.
https://github.com/tensorflow/tensorflow/issues/20444#issuecomment-478058562 ,
๋˜๋Š” ์Šค๋ ˆ๋“œ ์Œ์†Œ๊ฑฐ
https://github.com/notifications/unsubscribe-auth/Apb8t-hlKUU7z8SO0STC3kXCis9BXs7gks5vbj3MgaJpZM4U-EUx
.

Python3.7.2์—์„œ ์˜ค๋ฅ˜ ์—†์ด tensorflow๋ฅผ ์„ค์น˜ํ•  ์ˆ˜ ์žˆ์—ˆ์ง€๋งŒ Python 3,7.2๋ฅผ ์‹œ์ž‘ํ•˜๊ณ  tensorflow๋ฅผ ๊ฐ€์ ธ์˜ค๋ ค๊ณ  ์‹œ๋„ํ•œ ํ›„ "tensorflow๋ผ๋Š” ๋ชจ๋“ˆ์ด ์—†์Šต๋‹ˆ๋‹ค"๋ผ๋Š” ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ–ˆ์Šต๋‹ˆ๋‹ค. ์–ด๋–ค ํž™?

๋‚ด Python3.7 ํ”Œ๋žซํผ์— ์„ค์น˜ํ•˜๋Š” ๊ฒƒ์„ ํฌ๊ธฐํ•œ ํ›„ ์†Œ์Šค ์ฝ”๋“œ rom github๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ Tensorflow๋ฅผ ์„ค์น˜ํ•˜๋ ค๊ณ  ํ•ฉ๋‹ˆ๋‹ค. ๊ทธ๋ ‡๊ฒŒ ํ•˜๋ ค๋ฉด ์ด ๋งํฌ์—์„œ "Bazel"์„ ๋‹ค์šด๋กœ๋“œํ•˜๊ณ  ์„ค์น˜ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. https:// github.com/bazelbuild/bazel/pulls . ๋ฌธ์ œ, (wget ๋˜๋Š” git clone ,...etc) ๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ "Bazel"์„ ๋‹ค์šด๋กœ๋“œํ•˜๊ณ  ์„ค์น˜ํ•˜๋Š” ๋งํฌ๋ฅผ ์ฐพ์„ ์ˆ˜ ์žˆ์—ˆ์Šต๋‹ˆ๋‹ค.
๋„์™€์ฃผ์„ธ์š”.
๋˜ํ•œ 3.7์— Tensorflow ์„ค์น˜๋ฅผ ์™„์ „ํžˆ ํฌ๊ธฐํ•ด์•ผ ํ•œ๋‹ค๊ณ  ์ƒ๊ฐํ•˜์‹ญ๋‹ˆ๊นŒ? ๊ทธ๋ ‡๋‹ค๋ฉด TENSORFLOW๋ฅผ ์„ค์น˜ํ•˜๋Š” ๊ฐ€์žฅ ์•ˆ์ •์ ์ธ PYTHON ํ”Œ๋žซํผ์€ ๋ฌด์—‡์ž…๋‹ˆ๊นŒ?!!!!
๋งค์šฐ ์‹ค๋ง์Šค๋Ÿฝ์Šต๋‹ˆ๋‹ค!

@SalihOsman1 ์„ฑ๊ณต์ ์œผ๋กœ ์„ค์น˜ํ•œ ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. ์ž‘๋™ํ•˜์ง€ ์•Š์œผ๋ฉด ์˜ฌ๋ฐ”๋ฅธ Python ๋ฐ”์ด๋„ˆ๋ฆฌ๋ฅผ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ๋Š”์ง€ ํ™•์ธํ•˜์‹ญ์‹œ์˜ค. tensorflow์— ๋ฒ„๊ทธ๊ฐ€ ์žˆ๋‹ค๊ณ  ์˜์‹ฌ๋˜๋Š” ๊ฒฝ์šฐ ๋ฌธ์ œ ํ…œํ”Œ๋ฆฟ์—์„œ ์š”์ฒญํ•œ ์ •๋ณด๋ฅผ ์ œ๊ณตํ•˜์—ฌ ๋ฌธ์ œ๋ฅผ ์—ฌ์‹ญ์‹œ์˜ค. ๊ท€ํ•˜์˜ ์„ค๋ช…์„ ๊ฐ์•ˆํ•  ๋•Œ ์ž˜๋ชป๋œ Python ์„ค์น˜์— ์„ค์น˜ํ•˜๋Š” ๊ฒƒ๊ณผ ๊ฐ™์ด ๊ฐ„๋‹จํ•œ ๊ฒƒ์ผ ์ˆ˜ ์žˆ๋‹ค๊ณ  ์ƒ๊ฐํ•ฉ๋‹ˆ๋‹ค.

์ด๊ฒƒ์€ ๊ท€ํ•˜์˜ ๋ฌธ์ œ์— ๋Œ€ํ•œ ๋„์›€์„ ๊ตฌํ•˜๋Š” ์ž˜๋ชป๋œ ๋ฌธ์ œ์ž…๋‹ˆ๋‹ค.

@SalihOsman1 python --version์„ ํ™•์ธํ•˜๊ณ  64๋น„ํŠธ์šฉ python ํŒจํ‚ค์ง€๋ฅผ ์„ค์น˜ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

๊ทธ๊ฒŒ ๋‚˜๋ฅผ ์œ„ํ•œ ์ผ์ด์•ผ
์•„๋ž˜์—์„œ ์ด๊ฒƒ์„ ์‚ฌ์šฉํ•ด๋ณด์‹ญ์‹œ์˜ค.
ํ• ์„ค์น˜ https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl

๊ทธ๊ฒƒ์€ ๋‚˜๋ฅผ ์œ„ํ•ด ์ผํ–ˆ์Šต๋‹ˆ๋‹ค. ๊ฐ์‚ฌ ํ•ด์š”

@SalihOsman1 python --version์„ ํ™•์ธํ•˜๊ณ  64๋น„ํŠธ์šฉ python ํŒจํ‚ค์ง€๋ฅผ ์„ค์น˜ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

๋„ค, ๋ฌธ์ œ๊ฐ€ ํ•ด๊ฒฐ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ๋‚ด ํŒŒ์ด์ฌ ๋ฒ„์ „์€ 32๋น„ํŠธ์˜€์Šต๋‹ˆ๋‹ค.

๋Œ€๋ถ€๋ถ„์˜ ์‚ฌ๋žŒ๋“ค์ด ๋ฌธ์ œ๊ฐ€ ํ•ด๊ฒฐ๋˜์—ˆ์Œ์„ ์ธ์‹ํ•˜๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. ์˜ค๋Š˜ ์ƒˆ๋กœ ์„ค์น˜ํ•œ Rapsbian ๋ฒ„์Šคํ„ฐ์— ๋กœ๋“œํ–ˆ์Šต๋‹ˆ๋‹ค. ํŒŒ์ด์ฌ 3.7.3๊ณผ ํ•จ๊ป˜ ์ œ๊ณต๋ฉ๋‹ˆ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ pip๋Š” 18.1์ด๊ณ  tensorflow์— ๋Œ€ํ•œ ์‚ฌ์ดํŠธ ๋ฌธ์„œ๋ฅผ ๋ณด๋ฉด PIP๊ฐ€ >19.0์ด ๋˜๊ธฐ๋ฅผ ์›ํ•ฉ๋‹ˆ๋‹ค. ๊ทธ๋ž˜์„œ ๋‚˜๋Š”ํ•ด์•ผํ–ˆ๋‹ค
python3 -m pip ์„ค์น˜ -- pip ์—…๊ทธ๋ ˆ์ด๋“œ

๊ทธ๋Ÿฐ ๋‹ค์Œ ํ™•์ธ
pip3 --๋ฒ„์ „

19.2์— ์žˆ๋Š”์ง€ ํ™•์ธํ•˜๊ธฐ ์œ„ํ•ด
๊ทธ๋•Œ ๋‚˜๋Š” ๋‹ฌ๋ ธ๋‹ค

sudo pip3 ํ…์„œํ”Œ๋กœ ์„ค์น˜
(ํ•œ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ์— ๋Œ€ํ•œ ์“ฐ๊ธฐ ๊ถŒํ•œ์ด ์žˆ์Œ) ์ž˜ ์ž‘๋™ํ–ˆ์Šต๋‹ˆ๋‹ค.

Python 3.7์šฉ Windows์— TensorFlow๋ฅผ ์–ด๋–ป๊ฒŒ ์„ค์น˜ํ•ฉ๋‹ˆ๊นŒ? ์–ด๋–ค ๋ช…๋ น์„ ์‚ฌ์šฉํ•ฉ๋‹ˆ๊นŒ pip install tensorflow๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ์ž‘๋™ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค

pip --version์„ ํ™•์ธํ•˜์‹ญ์‹œ์˜ค. 19.0 ์ด์ƒ์ด์–ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. ๊ทธ๋ ‡์ง€ ์•Š์œผ๋ฉด tensorflow๊ฐ€ ์„ค์น˜๋˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ์—ฌ์ „ํžˆ ์ •ํ™•ํžˆ ์–ด๋–ค ์˜ค๋ฅ˜ ๋ฉ”์‹œ์ง€๊ฐ€ ๋‚˜ํƒ€๋‚˜๋Š”์ง€ ๋‹ต์žฅ์„ ์„ค์น˜ํ•˜์ง€ ์•Š์œผ๋ฉด

pip --version์„ ํ™•์ธํ•˜์‹ญ์‹œ์˜ค. 19.0 ์ด์ƒ์ด์–ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. ๊ทธ๋ ‡์ง€ ์•Š์œผ๋ฉด tensorflow๊ฐ€ ์„ค์น˜๋˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ์—ฌ์ „ํžˆ ์ •ํ™•ํžˆ ์–ด๋–ค ์˜ค๋ฅ˜ ๋ฉ”์‹œ์ง€๊ฐ€ ๋‚˜ํƒ€๋‚˜๋Š”์ง€ ๋‹ต์žฅ์„ ์„ค์น˜ํ•˜์ง€ ์•Š์œผ๋ฉด

pip 19.2.3์„ ์‚ฌ์šฉํ•˜์—ฌ ์ตœ์‹  ๋ฒ„์ „(๋ฐ ์ด์ „ ๋ฒ„์ „)์˜ Tensorflow๋ฅผ ์„ค์น˜ํ–ˆ๋Š”๋ฐ ์—ฌ์ „ํžˆ Tensorflow๋ฅผ ์‹คํ–‰ํ•  ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค. ๋‹ค์Œ ์˜ค๋ฅ˜๊ฐ€ ๊ณ„์† ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค.

ImportError: No module named tensorflow

๋ช‡ ์‹œ๊ฐ„ ๋™์•ˆ ์—ฐ๊ตฌํ•œ ํ›„์—๋„ ํ•ด๊ฒฐ์ฑ…์„ ์ฐพ์ง€ ๋ชปํ–ˆ์Šต๋‹ˆ๋‹ค. ์ตœ๊ทผ์— ํŒŒ์ด์ฌ 2 ๋˜๋Š” 3์œผ๋กœ tensorflow๋ฅผ ์„ฑ๊ณต์ ์œผ๋กœ ์„ค์น˜ํ•œ ์‚ฌ๋žŒ์ด ์žˆ์Šต๋‹ˆ๊นŒ?

@ Bredding234 TensorFlow 2.0(๋ฆด๋ฆฌ์Šค ํ›„๋ณด 0)์—๋Š” Windows์—์„œ 3.7์— ๋Œ€ํ•œ ํ•์ด ์žˆ์Šต๋‹ˆ๋‹ค(#31431 ์ฐธ์กฐ). ํ•ด๋‹น ๋ฒ„์ „์„ ์‹œ๋„ํ•˜๊ณ  ์ž‘๋™ํ•˜์ง€ ์•Š๋Š” ๊ฒฝ์šฐ ์•Œ๋ ค์ฃผ์‹ญ์‹œ์˜ค.

@cskonopka ์–ด๋–ค ์šด์˜ ์ฒด์ œ๋ฅผ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๊นŒ? ๊ฐ€์ƒ ํ™˜๊ฒฝ์— ์žˆ์Šต๋‹ˆ๊นŒ? ์„ค์น˜์— ์‚ฌ์šฉ๋œ ๊ฒƒ๊ณผ ๋™์ผํ•œ ํŒŒ์ด์ฌ ์ธํ„ฐํ”„๋ฆฌํ„ฐ๊ฐ€ ํ…Œ์ŠคํŠธ์—๋„ ์‚ฌ์šฉ๋˜๋Š”์ง€ ํ™•์ธํ•˜์‹ญ์‹œ์˜ค. ์˜ˆ๋ฅผ ๋“ค์–ด ๋‹ค์Œ์„ ์ˆ˜ํ–‰ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

python -m pip install --upgrade pip
python -m pip install tensorflow
python -c "import tensorflow"

๊ทธ๋ฆฌ๊ณ  ์ด๊ฒƒ์€ ์‹คํŒจํ•ด์„œ๋Š” ์•ˆ๋ฉ๋‹ˆ๋‹ค.

๊ฐ™์€ ์˜ค๋ฅ˜๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค.
tferr
์žฌ๋ฏธ์žˆ๊ฒŒ๋„ TensorFlow๋ฅผ ์„ค์น˜ํ•˜๋ฉด Anaconda virtualenv์—์„œ ์ž˜ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค.

@hannesrollin pip ๋ฒ„์ „? https://github.com/tensorflow/tensorflow/issues/20444#issuecomment -524941378 ์˜ ๋‹จ๊ณ„๋ฅผ ๋”ฐ๋ž์Šต๋‹ˆ๊นŒ?

์—ฌ๊ธฐ์—์„œ ๋™์ผํ•œ ๋ฌธ์ œ,
ํŒŒ์ด์ฌ ๋ฒ„์ „ 3.7
ํ• ๋ฒ„์ „ 19.2
์œˆ๋„์šฐ 10์—์„œ

pip ์„ค์น˜ ํ…์„œํ”Œ๋กœ
์˜ค๋ฅ˜: tensorflow ์š”๊ตฌ ์‚ฌํ•ญ์„ ์ถฉ์กฑํ•˜๋Š” ๋ฒ„์ „์„ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค(๋ฒ„์ „: ์—†์Œ).
์˜ค๋ฅ˜: tensorflow์— ๋Œ€ํ•ด ์ผ์น˜ํ•˜๋Š” ๋ถ„ํฌ๋ฅผ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.

์—ฌ๊ธฐ์—์„œ ๋™์ผํ•œ ๋ฌธ์ œ,
ํŒŒ์ด์ฌ ๋ฒ„์ „ 3.7
ํ• ๋ฒ„์ „ 19.2
์œˆ๋„์šฐ 10์—์„œ

pip ์„ค์น˜ ํ…์„œํ”Œ๋กœ
์˜ค๋ฅ˜: tensorflow ์š”๊ตฌ ์‚ฌํ•ญ์„ ์ถฉ์กฑํ•˜๋Š” ๋ฒ„์ „์„ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค(๋ฒ„์ „: ์—†์Œ).
์˜ค๋ฅ˜: tensorflow์— ๋Œ€ํ•ด ์ผ์น˜ํ•˜๋Š” ๋ถ„ํฌ๋ฅผ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.

์‚ฌ์šฉ ์ค‘์ธ Python ์ธํ„ฐํ”„๋ฆฌํ„ฐ๊ฐ€ 64๋น„ํŠธ ๋ฒ„์ „์ธ์ง€ ํ™•์ธํ•˜์‹ญ์‹œ์˜ค. ๋ฌธ์ œ๊ฐ€ ํ•ด๊ฒฐ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์‹œ๋„ํ•ด ๋ณด์„ธ์š”.

์‹œ์Šคํ…œ ์ •๋ณด

  • ์‚ฌ์šฉ์ž ์ง€์ • ์ฝ”๋“œ๋ฅผ ์ž‘์„ฑํ–ˆ์Šต๋‹ˆ๊นŒ(TensorFlow์—์„œ ์ œ๊ณต๋˜๋Š” ๊ธฐ๋ณธ ์˜ˆ์ œ ์Šคํฌ๋ฆฝํŠธ ์‚ฌ์šฉ๊ณผ ๋ฐ˜๋Œ€) : N/A
  • OS ํ”Œ๋žซํผ ๋ฐ ๋ฐฐํฌ(์˜ˆ: Linux Ubuntu 16.04) : macOS 10.13
  • (์†Œ์Šค ๋˜๋Š” ๋ฐ”์ด๋„ˆ๋ฆฌ)์—์„œ ์„ค์น˜๋œ TensorFlow : ๋ฐ”์ด๋„ˆ๋ฆฌ
  • TensorFlow ๋ฒ„์ „(์•„๋ž˜ ๋ช…๋ น ์‚ฌ์šฉ) : 1.8
  • ํŒŒ์ด์ฌ ๋ฒ„์ „ : 3.7
  • Bazel ๋ฒ„์ „(์†Œ์Šค์—์„œ ์ปดํŒŒ์ผํ•˜๋Š” ๊ฒฝ์šฐ) : N/A
  • GCC/์ปดํŒŒ์ผ๋Ÿฌ ๋ฒ„์ „(์†Œ์Šค์—์„œ ์ปดํŒŒ์ผํ•˜๋Š” ๊ฒฝ์šฐ) : N/A
  • CUDA/cuDNN ๋ฒ„์ „ : N/A
  • GPU ๋ชจ๋ธ ๋ฐ ๋ฉ”๋ชจ๋ฆฌ : N/A
  • ์žฌํ˜„ํ•  ์ •ํ™•ํ•œ ๋ช…๋ น : pip install tensorflow

๋ฌธ์ œ ์„ค๋ช…

pip๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ Python3.7 ์— TensorFlow๋ฅผ ์„ค์น˜ํ•˜์ง€ ๋ชปํ–ˆ์Šต๋‹ˆ๋‹ค. ์•„๋ž˜์˜ ์‹คํŒจ ๋กœ๊ทธ๋ฅผ ์ฐธ์กฐํ•˜์‹ญ์‹œ์˜ค.

์†Œ์Šค ์ฝ”๋“œ/๋กœ๊ทธ

tensorflow ์š”๊ตฌ ์‚ฌํ•ญ์„ ์ถฉ์กฑํ•˜๋Š” ๋ฒ„์ „์„ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค(๋ฒ„์ „์—์„œ: ).
tensorflow์— ๋Œ€ํ•ด ์ผ์น˜ํ•˜๋Š” ๋ถ„ํฌ๋ฅผ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.

์‚ฌ์šฉ ์ค‘์ธ Python ์ธํ„ฐํ”„๋ฆฌํ„ฐ๊ฐ€ 64๋น„ํŠธ ๋ฒ„์ „์ธ์ง€ ํ™•์ธํ•˜์‹ญ์‹œ์˜ค. ๋ฌธ์ œ๊ฐ€ ํ•ด๊ฒฐ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์‹œ๋„ํ•ด ๋ณด์„ธ์š”.

32๋น„ํŠธ ๋Œ€ 64๋น„ํŠธ Python ์ธํ„ฐํ”„๋ฆฌํ„ฐ์˜ ๊ฒฝ์šฐ #32315 ๋ฐ #31431์„ ํ™•์ธํ•˜์‹ญ์‹œ์˜ค.

tensorflow๋ฅผ ์„ค์น˜ํ•  ์ˆ˜ ์—†๋Š” ์ด์œ ๋ฅผ ๋””๋ฒ„๊ทธํ•˜๋ ค๋ฉด pip debug --verbose ์— ํ™˜๊ฒฝ์ด ์ง€์›ํ•˜๋Š” ํƒœ๊ทธ ๋ชฉ๋ก์ด ํ‘œ์‹œ๋˜์–ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. ๊ทธ๋Ÿฐ ๋‹ค์Œ ๋‹ค์šด๋กœ๋“œ ํŒŒ์ผ (2.0์˜ ๊ฒฝ์šฐ ์—ฌ๊ธฐ, ๋‹ค๋ฅธ ํ•ญ๋ชฉ๋„ ํ™•์ธํ•  ์ˆ˜ ์žˆ์Œ)์„ ํ™•์ธํ•˜๊ณ  ํƒœ๊ทธ๊ฐ€ ๊ฑฐ๊ธฐ์— ์žˆ๋Š”์ง€ ํ™•์ธํ•ฉ๋‹ˆ๋‹ค. ๊ทธ๋ ‡๋‹ค๋ฉด ๊ทธ๊ฒƒ์€ ์šฐ๋ฆฌ์—๊ฒŒ ๋ฌธ์ œ์ด๊ณ  ๊ทธ๋ ‡์ง€ ์•Š์œผ๋ฉด ์ €์žฅ์†Œ์—์„œ ์—ด๋ฆฐ ๋ฌธ์ œ๊ฐ€ ๋˜์–ด์„œ๋Š” ์•ˆ ๋ฉ๋‹ˆ๋‹ค.

python 3.7 tensorflow๊ฐ€ ์ž‘๋™ํ•˜์ง€ ์•Š๊ธฐ ๋•Œ๋ฌธ์— ๋‹ต์ด ์žˆ์Šต๋‹ˆ๋‹ค.
https://www.youtube.com/watch?v=_kU50QtlI14 ๋งํฌ์—์„œ ๋‹ค์Œ ๋‹จ๊ณ„์— ๋”ฐ๋ผ python 3.6์„ ์‚ฌ์šฉํ•ด ๋ณด์„ธ์š”.

๋‚˜๋ฅผ ์œ„ํ•ด ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค!

๋‚ด ํŒŒ์ด์ฌ์€ 3.8.0์ž…๋‹ˆ๋‹ค. ์ฆ‰, tensorflow๋ฅผ ์‚ฌ์šฉํ•˜๋ ค๋ฉด ๋‹ค์šด๊ทธ๋ ˆ์ด๋“œํ•ด์•ผ ํ•ฉ๋‹ˆ๊นŒ?

๋‚ด ํŒŒ์ด์ฌ์€ 3.8.0์ž…๋‹ˆ๋‹ค. ์ฆ‰, tensorflow๋ฅผ ์‚ฌ์šฉํ•˜๋ ค๋ฉด ๋‹ค์šด๊ทธ๋ ˆ์ด๋“œํ•ด์•ผ ํ•ฉ๋‹ˆ๊นŒ?

๋ชจ๋“  ML/DL ํŒจํ‚ค์ง€๊ฐ€ python 3.8์šฉ ์ƒˆ ๋ฒ„์ „์„ ์ถœ์‹œํ•˜์ง€ ์•Š๊ธฐ ๋•Œ๋ฌธ์— ํ˜„์žฌ๋กœ์„œ๋Š” 3.8๋ณด๋‹ค python 3.7์„ ์‚ฌ์šฉ ํ•˜๋Š” ๊ฒƒ์ด ๋” ์•ˆ์ „ํ•˜๋‹ค๊ณ  ์ƒ๊ฐํ•ฉ๋‹ˆ๋‹ค. 2020๋…„ 1์›” ์ดˆ๊นŒ์ง€ py3.8 ์‚ฌ์šฉ์„ ์‹œ์ž‘ํ•˜๋Š” ๊ฒƒ์ด ์ข‹์Šต๋‹ˆ๋‹ค.
(์ผ๋ถ€ ํŒจํ‚ค์ง€๋Š” 3.7์ด 3.8์—์„œ ์ž‘๋™ํ•˜๋ฏ€๋กœ ์—…๋ฐ์ดํŠธ๊ฐ€ ํ•„์š”ํ•˜์ง€ ์•Š์ง€๋งŒ ๋‹ค๋ฅธ ๋ฐฉ๋ฒ•์€ ์ž‘๋™ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. -> ์ปค๋ฎค๋‹ˆํ‹ฐ๊ฐ€ ๋‹ค์Œ ๋ช‡ ๋‹ฌ ์•ˆ์— py3.8์— ์–ด๋–ป๊ฒŒ ์‘๋‹ตํ• ์ง€ ๋ด…์‹œ๋‹ค .)

Python3.8 ์ง€์›์€ #33374์— ์žˆ์Šต๋‹ˆ๋‹ค.

์ด ๋ฌธ์ œ๋Š” 32๋น„ํŠธ ์ธํ„ฐํ”„๋ฆฌํ„ฐ๊ฐ€ ์žˆ๋Š” Windows์˜ python3.7์— ๊ด€ํ•œ ๊ฒƒ์ž…๋‹ˆ๋‹ค. ๋ฌธ์ œ๋ฅผ ํ˜ผ๋™ํ•˜์ง€ ๋งˆ์‹ญ์‹œ์˜ค.

TensorFlow๊ฐ€ ์•„์ง python 3.8.0์„ ์ง€์›ํ•˜์ง€ ์•Š๊ฑฐ๋‚˜ ์ด ๋ฒ„์ „์ด ์ง€์›ํ•˜์ง€ ์•Š๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. ๋‚˜๋Š”์ด ๊ฐ™์€ ๋ฌธ์ œ๋ฅผ ํ†ต๊ณผํ•˜๊ณ  Anaconda์—์„œ python 3.5.2 ํ™˜๊ฒฝ ์„ ๋งŒ๋“œ๋Š” ๊ฒƒ์„ ํ•ด๊ฒฐํ–ˆ์œผ๋ฉฐ ์ด๊ฒƒ์€ ๋‚˜์—๊ฒŒ ๊ดœ์ฐฎ์Šต๋‹ˆ๋‹ค. ์˜ˆ์ƒ๋Œ€๋กœ tensorflow-gpu๋ฅผ ์‚ฌ์šฉํ•˜๋ฉด CUDA 11๊ณผ ํ˜„์žฌ cudnn ๋ฒ„์ „์— ๋Œ€ํ•œ ์ง€์›์ด ์•„์ง ์—†๊ธฐ ๋•Œ๋ฌธ์— ๊ฐ™์€ ๋ฌธ์ œ๋ฅผ ๊ฒช์„ ์ˆ˜ ์žˆ์œผ๋ฏ€๋กœ ์ต์‚ฌ ๋“ฑ๊ธ‰๋„ ์ˆ˜ํ–‰ํ•ด์•ผ ํ–ˆ์Šต๋‹ˆ๋‹ค.

TensorFlow๋Š” ํ˜„์žฌ python 3.7์„ ์ง€์›ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ virtualenv , conda์™€ ๊ฐ™์€ Python ํ™˜๊ฒฝ์„ ์‚ฌ์šฉํ•˜์—ฌ ์ด ๋ฌธ์ œ(Windows 10์—์„œ)๋ฅผ ํ•ด๊ฒฐํ–ˆ์Šต๋‹ˆ๋‹ค.

๋จผ์ € python 3.5x ๋˜๋Š” 3.6x >> https://www.python.org/downloads/ ๋ฅผ ๋‹ค์šด๋กœ๋“œํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.
์ปดํ“จํ„ฐ์— ์„ค์น˜ํ•˜์‹ญ์‹œ์˜ค. ๊ทธ๋Ÿฐ ๋‹ค์Œ Python 3.6 ๋˜๋Š” 3.5๋กœ ๊ฐ€์ƒ ํ™˜๊ฒฝ์„ ๋งŒ๋“ค์–ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.
( virtualenv -p {python.exe(3.6)์— ๋Œ€ํ•œ ๊ฒฝ๋กœ} {ํ™˜๊ฒฝ ์ด๋ฆ„} ) .

๋งˆ์ง€๋ง‰์œผ๋กœ ๊ฐ€์ƒ ํ™˜๊ฒฝ์„ ํ™œ์„ฑํ™”ํ•˜์—ฌ ํŒŒ์ด์ฌ ๋ฒ„์ „์„ ํ™•์ธํ•˜์‹ญ์‹œ์˜ค.

์—ฌ๊ธฐ์—์„œ ๋™์ผํ•œ ๋ฌธ์ œ,
ํŒŒ์ด์ฌ ๋ฒ„์ „ 3.7
ํ• ๋ฒ„์ „ 19.2
์œˆ๋„์šฐ 10์—์„œ

pip ์„ค์น˜ ํ…์„œํ”Œ๋กœ
์˜ค๋ฅ˜: tensorflow ์š”๊ตฌ ์‚ฌํ•ญ์„ ์ถฉ์กฑํ•˜๋Š” ๋ฒ„์ „์„ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค(๋ฒ„์ „: ์—†์Œ).
์˜ค๋ฅ˜: tensorflow์— ๋Œ€ํ•ด ์ผ์น˜ํ•˜๋Š” ๋ถ„ํฌ๋ฅผ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.

์‚ฌ์šฉ ์ค‘์ธ Python ์ธํ„ฐํ”„๋ฆฌํ„ฐ๊ฐ€ 64๋น„ํŠธ ๋ฒ„์ „์ธ์ง€ ํ™•์ธํ•˜์‹ญ์‹œ์˜ค. ๋ฌธ์ œ๊ฐ€ ํ•ด๊ฒฐ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์‹œ๋„ํ•ด ๋ณด์„ธ์š”.

๊ทธ๋ž˜ ๋‚˜์ฒ˜๋Ÿผ

๊ทธ๊ฒŒ ๋‚˜๋ฅผ ์œ„ํ•œ ์ผ์ด์•ผ
์•„๋ž˜์—์„œ ์ด๊ฒƒ์„ ์‚ฌ์šฉํ•ด๋ณด์‹ญ์‹œ์˜ค.
ํ• ์„ค์น˜ https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl

๊ทธ๊ฒƒ์€ ๋‚˜๋ฅผ ์œ„ํ•ด ์ผํ–ˆ์Šต๋‹ˆ๋‹ค. ๊ฐ์‚ฌ ํ•ด์š”

์ด๊ฒƒ์€ ์ €์—๊ฒŒ๋„ ํšจ๊ณผ์ ์ด์—ˆ์Šต๋‹ˆ๋‹ค. ๊ฐ์‚ฌ ํ•ด์š”

์ œ๋ฐœ, ๋‚˜๋Š” ์šฐ๋ถ„ํˆฌ๋ฅผ ์‚ฌ์šฉํ•ฉ๋‹ˆ๋‹ค
ํŒŒ์ด์ฌ 3.8.0
ํ• 19.3.1
tensorflow๋ฅผ ์„ค์น˜ํ•  ๋•Œ์ด ๋ฌธ์ œ๋ฅผ ์ฐพ์Šต๋‹ˆ๋‹ค.
"ํ…์„œํ”Œ๋กœ ์š”๊ตฌ ์‚ฌํ•ญ์„ ์ถฉ์กฑํ•˜๋Š” ๋ฒ„์ „์„ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค(๋ฒ„์ „ ์—†์Œ)"

@aynesss ์ด์ „ ๋ฉ”์‹œ์ง€๋ฅผ ์ฝ์–ด์ฃผ์„ธ์š”

ํŠนํžˆ ์‚ฌ์šฉ ์‚ฌ๋ก€๋Š” https://github.com/tensorflow/tensorflow/issues/20444#issuecomment -545036560 ๋ฐ #33374์—์„œ ๋‹ค๋ฃน๋‹ˆ๋‹ค.

@ShriLingam23 ์ด ๋ฌธ์ œ๋Š” python3.7์— ๊ด€ํ•œ ๊ฒƒ์ž…๋‹ˆ๋‹ค. ๋”ฐ๋ผ์„œ python 3.8์„ 3.7.6์œผ๋กœ ๋‹ค์šด๊ทธ๋ ˆ์ด๋“œํ•˜๋Š” ๋ฐฉ๋ฒ•์€ ๋ฒ”์œ„๋ฅผ ๋ฒ—์–ด๋‚ฉ๋‹ˆ๋‹ค. ๋” ๋งŽ์€ ํ˜ผ๋ž€์„ ์•ผ๊ธฐํ•  ์ˆ˜ ์žˆ์œผ๋ฏ€๋กœ ๋‹ซํžŒ ๋ฌธ์ œ์— ๋Œ€ํ•ด ์–ธ๊ธ‰ํ•˜์ง€ ๋งˆ์‹ญ์‹œ์˜ค.

@NIravMeghani ๊ด€๋ จ ์—†๋Š” ๋ฌธ์ œ์˜ ์ŠคํŒธ์„ ์ค‘๋‹จํ•˜์‹ญ์‹œ์˜ค.

TF 1.8์€ ์ด๋ฏธ ๋ช‡ ๋…„ ๋™์•ˆ ์ค‘๋‹จ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. TF 1.15, 2.0 ๋˜๋Š” 2.1์„ ์‚ฌ์šฉํ•˜์‹ญ์‹œ์˜ค.

TF๋Š” ํ˜„์žฌ python 8์„ ์ง€์›ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ์›ํ•˜๋Š” ๊ฒฝ์šฐ ์†Œ์Šค์—์„œ ์ปดํŒŒ์ผํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๊ณง python 8 ์ง€์›์„ ์ถœ์‹œํ•˜๊ธฐ ์œ„ํ•ด ๋…ธ๋ ฅํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.

์•ž์œผ๋กœ๋Š” ๊ด€๋ จ ์—†๋Š” ์ด์Šˆ์— ์—ฐ์—ฐํ•˜์ง€ ๋ง๊ณ  ์ƒˆ๋กœ์šด ์ด์Šˆ๋ฅผ ์—ด์–ด์ฃผ์„ธ์š”.

๊ทธ๊ฒŒ ๋‚˜๋ฅผ ์œ„ํ•œ ์ผ์ด์•ผ
์•„๋ž˜์—์„œ ์ด๊ฒƒ์„ ์‚ฌ์šฉํ•ด๋ณด์‹ญ์‹œ์˜ค.
ํ• ์„ค์น˜ https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl

๋‚˜๋ฅผ ์œ„ํ•ด ์ผํ–ˆ๋‹ค. ๊ฐ์‚ฌ ํ•ด์š”.

@ravi-ai-cons๋Š” ์ด ๋ฉ”์‹œ์ง€๊ฐ€ ๋ฌธ์ œ์— ์‘๋‹ตํ•œ ๋ชจ๋“  ์‚ฌ๋žŒ์—๊ฒŒ ๋ถˆํ•„์š”ํ•œ ์ด๋ฉ”์ผ์„ ๋ณด๋‚ด๊ณ  ์ด ๋ฉ”์‹œ์ง€์—๋Š” ์‹ค์ œ ๋‚ด์šฉ์ด ์—†๊ธฐ ๋•Œ๋ฌธ์— "์ €๋ฅผ ์œ„ํ•ด ์ผํ–ˆ์Šต๋‹ˆ๋‹ค, ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค" ๋ฉ”์‹œ์ง€๋กœ ๋งˆ๊ฐ๋œ ๋ฌธ์ œ๋ฅผ ์—…๋ฐ์ดํŠธํ•˜์ง€ ๋งˆ์‹ญ์‹œ์˜ค.

๋‹ค์Œ์„ ์‚ฌ์šฉํ•˜์—ฌ python 3.8์—์„œ ์ด ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ–ˆ์Šต๋‹ˆ๋‹ค.
1/ ์ œ ๊ฒฝ์šฐ์—๋Š” ํŒŒ์ด์ฌ์—์„œ Scipts ๋””๋ ‰ํ† ๋ฆฌ๋กœ ์ด๋™ํ•ฉ๋‹ˆ๋‹ค. C:\Python\Python38-32\Scripts
2/ Cmd ํ˜•์‹: cd C:\Python\Python38-32\Scripts
๊ทธ๋Ÿฐ ๋‹ค์Œ ๋‹ค์Œ์„ ์ž…๋ ฅํ•˜์‹ญ์‹œ์˜ค. pip install https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl

@KaberMed ์ด ๋ฌธ์ œ๋Š” python3.8์ด ์•„๋‹ˆ๋ผ python3.7์— ๊ด€ํ•œ ๊ฒƒ์ž…๋‹ˆ๋‹ค. ์ŠคํŒธํ•˜์ง€ ๋ง์•„์ฃผ์„ธ์š”

pip install https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl ๋กœ ์„ฑ๊ณต์ ์œผ๋กœ ์„ค์น˜ํ–ˆ์Šต๋‹ˆ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ ์ด ํœ ์€ Python 3.7๊ณผ ํ˜ธํ™˜๋˜์ง€ ์•Š๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. ๋ฌธ์ œ๋Š” tensorflow/python/pywrap_tensorflow_internal.py ์— async ๊ฐ€ ๋ณ€์ˆ˜ ์ด๋ฆ„์œผ๋กœ ํฌํ•จ๋˜์–ด ์žˆ์ง€๋งŒ async ๊ฐ€ python3.7์—์„œ ํ‚ค์›Œ๋“œ๊ฐ€ ๋˜์–ด ๋” ์ด์ƒ ์‚ฌ์šฉํ•  ์ˆ˜ ์—†๋‹ค๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.

๋˜ํ•œ URL์ด Python 3.4, 3.5, 3.6 ์ „์šฉ์ธ ๊ฒƒ์„ ํ™•์ธํ–ˆ๋Š”๋ฐ ๋‹ค๋ฅธ URL์„ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค. ๋”ฐ๋ผ์„œ ๊ณต์‹ Python 3.7 ํ˜ธํ™˜ ํŒจํ‚ค์ง€๋ฅผ ๊ธฐ๋‹ค๋ ค์•ผ ํ•ฉ๋‹ˆ๋‹ค.

pip install https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl ๋กœ ์„ฑ๊ณต์ ์œผ๋กœ ์„ค์น˜ํ–ˆ์Šต๋‹ˆ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ ์ด ํœ ์€ Python 3.7๊ณผ ํ˜ธํ™˜๋˜์ง€ ์•Š๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. ๋ฌธ์ œ๋Š” tensorflow/python/pywrap_tensorflow_internal.py ์— async ๊ฐ€ ๋ณ€์ˆ˜ ์ด๋ฆ„์œผ๋กœ ํฌํ•จ๋˜์–ด ์žˆ์ง€๋งŒ async ๊ฐ€ python3.7์—์„œ ํ‚ค์›Œ๋“œ๊ฐ€ ๋˜์–ด ๋” ์ด์ƒ ์‚ฌ์šฉํ•  ์ˆ˜ ์—†๋‹ค๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.

๋˜ํ•œ URL์ด Python 3.4, 3.5, 3.6 ์ „์šฉ์ธ ๊ฒƒ์„ ํ™•์ธํ–ˆ๋Š”๋ฐ ๋‹ค๋ฅธ URL์„ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค. ๋”ฐ๋ผ์„œ ๊ณต์‹ Python 3.7 ํ˜ธํ™˜ ํŒจํ‚ค์ง€๋ฅผ ๊ธฐ๋‹ค๋ ค์•ผ ํ•ฉ๋‹ˆ๋‹ค.

๋„์›€์ด ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค!
VSC์—์„œ Python 3.7.2

https://www.tensorflow.org/install/pip ๋Š” 64๋น„ํŠธ ํŒŒ์ด์ฌ์— ๋Œ€ํ•œ ํŒŒ์ด์ฌ 3.7 ์ง€์›์„ ์œ„ํ•œ Windows ๋ฒ„์ „์ด ์กด์žฌํ•œ๋‹ค๊ณ  ๋งํ•ฉ๋‹ˆ๋‹ค.
ํŽ˜์ด์ง€์— ํ‘œ์‹œ๋œ pip install https://storage.googleapis.com/tensorflow/windows/cpu/tensorflow_cpu-2.1.0-cp37-cp37m-win_amd64.whl ๋Š” python 3.7์„ ์‚ฌ์šฉํ•˜๋Š” Windows์šฉ์œผ๋กœ ์ž‘๋™ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. ์ด ํ”Œ๋žซํผ์— ํœ ์ด ์—†๋‹ค๋Š” ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ•˜๋ฉด 32๋น„ํŠธ ํŒŒ์ด์ฌ์„ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ๋‹ค๋Š” ์˜๋ฏธ์ž…๋‹ˆ๋‹ค.

ํœ  ํŒŒ์ผ์„ ์‚ฌ์šฉํ•˜์—ฌ ์„ค์น˜ํ•ฉ๋‹ˆ๋‹ค.

Java์šฉ tensorflow ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ์˜ ์—…๋ฐ์ดํŠธ๋œ ๋ฒ„์ „์„ ๋ฆด๋ฆฌ์Šคํ•˜์‹ญ์‹œ์˜ค.

pip install https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl ๋กœ ์„ฑ๊ณต์ ์œผ๋กœ ์„ค์น˜ํ–ˆ์Šต๋‹ˆ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ ์ด ํœ ์€ Python 3.7๊ณผ ํ˜ธํ™˜๋˜์ง€ ์•Š๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. ๋ฌธ์ œ๋Š” tensorflow/python/pywrap_tensorflow_internal.py ์— async ๊ฐ€ ๋ณ€์ˆ˜ ์ด๋ฆ„์œผ๋กœ ํฌํ•จ๋˜์–ด ์žˆ์ง€๋งŒ async ๊ฐ€ python3.7์—์„œ ํ‚ค์›Œ๋“œ๊ฐ€ ๋˜์–ด ๋” ์ด์ƒ ์‚ฌ์šฉํ•  ์ˆ˜ ์—†๋‹ค๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.
๋˜ํ•œ URL์ด Python 3.4, 3.5, 3.6 ์ „์šฉ์ธ ๊ฒƒ์„ ํ™•์ธํ–ˆ๋Š”๋ฐ ๋‹ค๋ฅธ URL์„ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค. ๋”ฐ๋ผ์„œ ๊ณต์‹ Python 3.7 ํ˜ธํ™˜ ํŒจํ‚ค์ง€๋ฅผ ๊ธฐ๋‹ค๋ ค์•ผ ํ•ฉ๋‹ˆ๋‹ค.

pip install https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl ๋กœ ์„ฑ๊ณต์ ์œผ๋กœ ์„ค์น˜ํ–ˆ์Šต๋‹ˆ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ ์ด ํœ ์€ Python 3.7๊ณผ ํ˜ธํ™˜๋˜์ง€ ์•Š๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. ๋ฌธ์ œ๋Š” tensorflow/python/pywrap_tensorflow_internal.py ์— async ๊ฐ€ ๋ณ€์ˆ˜ ์ด๋ฆ„์œผ๋กœ ํฌํ•จ๋˜์–ด ์žˆ์ง€๋งŒ async ๊ฐ€ python3.7์—์„œ ํ‚ค์›Œ๋“œ๊ฐ€ ๋˜์–ด ๋” ์ด์ƒ ์‚ฌ์šฉํ•  ์ˆ˜ ์—†๋‹ค๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.
๋˜ํ•œ URL์ด Python 3.4, 3.5, 3.6 ์ „์šฉ์ธ ๊ฒƒ์„ ํ™•์ธํ–ˆ๋Š”๋ฐ ๋‹ค๋ฅธ URL์„ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค. ๋”ฐ๋ผ์„œ ๊ณต์‹ Python 3.7 ํ˜ธํ™˜ ํŒจํ‚ค์ง€๋ฅผ ๊ธฐ๋‹ค๋ ค์•ผ ํ•ฉ๋‹ˆ๋‹ค.

๋„์›€์ด ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค!
VSC์—์„œ Python 3.7.2

Python3.7์— ์„ฑ๊ณต์ ์œผ๋กœ ์„ค์น˜ํ–ˆ์ง€๋งŒ ์ด ์˜ค๋ฅ˜๊ฐ€ ํ‘œ์‹œ๋ฉ๋‹ˆ๋‹ค.
ํŒŒ์ผ "C:\Python37-32\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", 114ํ–‰
def TFE_ContextOptionsSetAsync(arg1, ๋น„๋™๊ธฐ):

์ด ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•  ์ˆ˜ ์žˆ๋Š” ์†”๋ฃจ์…˜์ด ์žˆ์Šต๋‹ˆ๊นŒ?

pip install https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl ์„ ์‚ฌ์šฉํ•˜์—ฌ Python3.7์— tensorflow๋ฅผ ์„ฑ๊ณต์ ์œผ๋กœ ์„ค์น˜ํ–ˆ์Šต๋‹ˆ๋‹ค.
๊ทธ๋Ÿฌ๋‚˜ ์‚ฌ์šฉํ•˜๋Š” ๋™์•ˆ์ด ์˜ค๋ฅ˜๊ฐ€ ํ‘œ์‹œ๋ฉ๋‹ˆ๋‹ค.
ํŒŒ์ผ "C:\Python37-32\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", 114ํ–‰
def TFE_ContextOptionsSetAsync(arg1, ๋น„๋™๊ธฐ):

์ด ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•  ์ˆ˜ ์žˆ๋Š” ์†”๋ฃจ์…˜์ด ์žˆ์Šต๋‹ˆ๊นŒ?

pip install https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl ์„ ์‚ฌ์šฉํ•˜์—ฌ Python3.7์— tensorflow๋ฅผ ์„ฑ๊ณต์ ์œผ๋กœ ์„ค์น˜ํ–ˆ์Šต๋‹ˆ๋‹ค.
๊ทธ๋Ÿฌ๋‚˜ ์‚ฌ์šฉํ•˜๋Š” ๋™์•ˆ์ด ์˜ค๋ฅ˜๊ฐ€ ํ‘œ์‹œ๋ฉ๋‹ˆ๋‹ค.
ํŒŒ์ผ "C:\Python37-32\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", 114ํ–‰
def TFE_ContextOptionsSetAsync(arg1, ๋น„๋™๊ธฐ):

์ด ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•  ์ˆ˜ ์žˆ๋Š” ์†”๋ฃจ์…˜์ด ์žˆ์Šต๋‹ˆ๊นŒ?

tensorflow -1.8.0์ด ์ด์ „ ๋ฒ„์ „์ธ๊ฐ€์š”???

pip install https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl ์„ ์‚ฌ์šฉํ•˜์—ฌ Python3.7์— tensorflow๋ฅผ ์„ฑ๊ณต์ ์œผ๋กœ ์„ค์น˜ํ–ˆ์Šต๋‹ˆ๋‹ค.
๊ทธ๋Ÿฌ๋‚˜ ์‚ฌ์šฉํ•˜๋Š” ๋™์•ˆ์ด ์˜ค๋ฅ˜๊ฐ€ ํ‘œ์‹œ๋ฉ๋‹ˆ๋‹ค.
ํŒŒ์ผ "C:\Python37-32\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", 114ํ–‰
def TFE_ContextOptionsSetAsync(arg1, ๋น„๋™๊ธฐ):
์ด ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•  ์ˆ˜ ์žˆ๋Š” ์†”๋ฃจ์…˜์ด ์žˆ์Šต๋‹ˆ๊นŒ?

tensorflow -1.8.0์ด ์ด์ „ ๋ฒ„์ „์ธ๊ฐ€์š”???

์˜ˆ, ํ…์„œํ”Œ๋กœ 1.8.0์ž…๋‹ˆ๋‹ค. python 3.7์—์„œ async๊ฐ€ ํ‚ค์›Œ๋“œ์ด๊ธฐ ๋•Œ๋ฌธ์— async๋ฅผ async1๋กœ ๊ต์ฒดํ–ˆ์Šต๋‹ˆ๋‹ค.
๋”ฐ๋ผ์„œ ์ด ๋ฌธ์ œ๊ฐ€ ํ•ด๊ฒฐ๋˜์—ˆ์Šต๋‹ˆ๋‹ค.

ํ•˜์ง€๋งŒ ์ด์ œ ์•„๋ž˜์— ์–ธ๊ธ‰๋œ ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค.

ImportError: '_pywrap_tensorflow_internal'์ด๋ผ๋Š” ๋ชจ๋“ˆ์ด ์—†์Šต๋‹ˆ๋‹ค.

Mac OSX Catalina --pip install https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl ์€ ๋ฌธ์ œ ์—†์ด ์ž‘๋™ํ–ˆ์Šต๋‹ˆ๋‹ค.

์ œ ๊ฒฝ์šฐ์—๋Š” Windows ์ปดํ“จํ„ฐ์—์„œ ๋™์ผํ•œ ๋ฌธ์ œ๊ฐ€ ๋ฐœ์ƒํ–ˆ์Šต๋‹ˆ๋‹ค. ๋‚˜๋Š” ํŒŒ์ด์ฌ 3.8์„ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ์—ˆ๋‹ค. python=3.6์œผ๋กœ ์ƒˆ๋กœ์šด conda ํ™˜๊ฒฝ์„ ๋งŒ๋“ค์—ˆ์Šต๋‹ˆ๋‹ค.

conda create --name newenv python=3.6 
pip install tensorflow

nvidia jetson์˜ python3.6๊ณผ ๋™์ผํ•œ ์˜ค๋ฅ˜

์ œ ๊ฒฝ์šฐ์—๋Š” Windows ์ปดํ“จํ„ฐ์—์„œ ๋™์ผํ•œ ๋ฌธ์ œ๊ฐ€ ๋ฐœ์ƒํ–ˆ์Šต๋‹ˆ๋‹ค. ๋‚˜๋Š” ํŒŒ์ด์ฌ 3.8์„ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ์—ˆ๋‹ค. python=3.6์œผ๋กœ ์ƒˆ๋กœ์šด conda ํ™˜๊ฒฝ์„ ๋งŒ๋“ค์—ˆ์Šต๋‹ˆ๋‹ค.

conda create --name newenv python=3.6 
pip install tensorflow

์ด๊ฒƒ์€ ๋‚˜๋ฅผ ์œ„ํ•ด ์ผํ–ˆ์Šต๋‹ˆ๋‹ค

์•ˆ๋…•ํ•˜์„ธ์š” Pranay, ๋‹ต๋ณ€ํ•ด์ฃผ์…”์„œ ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค. ์ด์ œ python 3.6์„ ์‚ฌ์šฉํ•˜์—ฌ ์ €์—๊ฒŒ๋„ ์ž˜ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค.

Android์˜ ์•ผํ›„ ๋ฉ”์ผ์—์„œ ๋ณด๋ƒ„

2020๋…„ 6์›” 5์ผ ๊ธˆ์š”์ผ 14:44 PranaySoniSPAN [email protected] ์—์„œ ๋‹ค์Œ๊ณผ ๊ฐ™์ด ์ผ์Šต๋‹ˆ๋‹ค.

์ œ ๊ฒฝ์šฐ์—๋Š” Windows ์ปดํ“จํ„ฐ์—์„œ ๋™์ผํ•œ ๋ฌธ์ œ๊ฐ€ ๋ฐœ์ƒํ–ˆ์Šต๋‹ˆ๋‹ค. ๋‚˜๋Š” ํŒŒ์ด์ฌ 3.8์„ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ์—ˆ๋‹ค. python=3.6์œผ๋กœ ์ƒˆ๋กœ์šด conda ํ™˜๊ฒฝ์„ ๋งŒ๋“ค์—ˆ์Šต๋‹ˆ๋‹ค.
conda create --name newenv python=3.6
pip ์„ค์น˜ ํ…์„œํ”Œ๋กœ

์ด๊ฒƒ์€ ๋‚˜๋ฅผ ์œ„ํ•ด ์ผํ–ˆ์Šต๋‹ˆ๋‹ค

โ€”
๋‹น์‹ ์ด ๋Œ“๊ธ€์„ ๋‹ฌ์•˜๊ธฐ ๋•Œ๋ฌธ์— ์ด๊ฒƒ์„ ๋ฐ›๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.
์ด ์ด๋ฉ”์ผ์— ์ง์ ‘ ๋‹ต์žฅํ•˜๊ฑฐ๋‚˜ GitHub์—์„œ ๋ณด๊ฑฐ๋‚˜ ๊ตฌ๋…์„ ์ทจ์†Œํ•˜์„ธ์š”.

Mac OSX Catalina --pip install https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl ์€ ๋ฌธ์ œ ์—†์ด ์ž‘๋™ํ–ˆ์Šต๋‹ˆ๋‹ค.

pip install https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl ๋กœ ์„ฑ๊ณต์ ์œผ๋กœ ์„ค์น˜ํ–ˆ์Šต๋‹ˆ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ ์ด ํœ ์€ Python 3.7๊ณผ ํ˜ธํ™˜๋˜์ง€ ์•Š๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. ๋ฌธ์ œ๋Š” tensorflow/python/pywrap_tensorflow_internal.py ์— async ๊ฐ€ ๋ณ€์ˆ˜ ์ด๋ฆ„์œผ๋กœ ํฌํ•จ๋˜์–ด ์žˆ์ง€๋งŒ async ๊ฐ€ python3.7์—์„œ ํ‚ค์›Œ๋“œ๊ฐ€ ๋˜์–ด ๋” ์ด์ƒ ์‚ฌ์šฉํ•  ์ˆ˜ ์—†๋‹ค๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.
๋˜ํ•œ URL์ด Python 3.4, 3.5, 3.6 ์ „์šฉ์ธ ๊ฒƒ์„ ํ™•์ธํ–ˆ๋Š”๋ฐ ๋‹ค๋ฅธ URL์„ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค. ๋”ฐ๋ผ์„œ ๊ณต์‹ Python 3.7 ํ˜ธํ™˜ ํŒจํ‚ค์ง€๋ฅผ ๊ธฐ๋‹ค๋ ค์•ผ ํ•ฉ๋‹ˆ๋‹ค.

pip install https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl ๋กœ ์„ฑ๊ณต์ ์œผ๋กœ ์„ค์น˜ํ–ˆ์Šต๋‹ˆ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ ์ด ํœ ์€ Python 3.7๊ณผ ํ˜ธํ™˜๋˜์ง€ ์•Š๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. ๋ฌธ์ œ๋Š” tensorflow/python/pywrap_tensorflow_internal.py ์— async ๊ฐ€ ๋ณ€์ˆ˜ ์ด๋ฆ„์œผ๋กœ ํฌํ•จ๋˜์–ด ์žˆ์ง€๋งŒ async ๊ฐ€ python3.7์—์„œ ํ‚ค์›Œ๋“œ๊ฐ€ ๋˜์–ด ๋” ์ด์ƒ ์‚ฌ์šฉํ•  ์ˆ˜ ์—†๋‹ค๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.
๋˜ํ•œ URL์ด Python 3.4, 3.5, 3.6 ์ „์šฉ์ธ ๊ฒƒ์„ ํ™•์ธํ–ˆ๋Š”๋ฐ ๋‹ค๋ฅธ URL์„ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค. ๋”ฐ๋ผ์„œ ๊ณต์‹ Python 3.7 ํ˜ธํ™˜ ํŒจํ‚ค์ง€๋ฅผ ๊ธฐ๋‹ค๋ ค์•ผ ํ•ฉ๋‹ˆ๋‹ค.

๋„์›€์ด ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค!
VSC์—์„œ Python 3.7.2

์ด๊ฒƒ์€ ๋‚˜๋ฅผ ์œ„ํ•ด ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค!

๊ทธ๊ฒŒ ๋‚˜๋ฅผ ์œ„ํ•œ ์ผ์ด์•ผ
์•„๋ž˜์—์„œ ์ด๊ฒƒ์„ ์‚ฌ์šฉํ•ด๋ณด์‹ญ์‹œ์˜ค.
ํ• ์„ค์น˜ https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl

์ œ ๊ฒฝ์šฐ์—๋Š” ์ด ํœ ์ด ์ œ๋Œ€๋กœ ์ž‘๋™ํ•˜์ง€ ์•Š์•˜์Šต๋‹ˆ๋‹ค.
๊ทธ๊ฒƒ์€ ์˜ค๋ฅ˜ ์•„๋ž˜์— ๋˜์ ธ

Python 3.7.9(๊ธฐ๋ณธ๊ฐ’, 2020๋…„ 8์›” 31์ผ, 12:42:55)
[GCC 7.3.0] :: Anaconda, Inc. on linux
์ž์„ธํ•œ ๋‚ด์šฉ์„ ๋ณด๋ ค๋ฉด "๋„์›€๋ง", "์ €์ž‘๊ถŒ", "ํฌ๋ ˆ๋”ง" ๋˜๋Š” "๋ผ์ด์„ผ์Šค"๋ฅผ ์ž…๋ ฅํ•˜์‹ญ์‹œ์˜ค.

ํ…์„œํ”Œ๋กœ๋ฅผ tf๋กœ ๊ฐ€์ ธ์˜ค๊ธฐ
์—ญ์ถ”์ (๊ฐ€์žฅ ์ตœ๊ทผ ํ˜ธ์ถœ ๋งˆ์ง€๋ง‰):
ํŒŒ์ผ "", 1ํ–‰, ์—์„œ
ํŒŒ์ผ "/home/ahmed/anaconda3/envs/tf14/lib/python3.7/site-packages/tensorflow/__init__.py", 24ํ–‰,
tensorflow.python์—์„œ import pywrap_tensorflow # pylint: disable=unused-import
ํŒŒ์ผ "/home/ahmed/anaconda3/envs/tf14/lib/python3.7/site-packages/tensorflow/python/__init__.py", ๋ผ์ธ 49,
tensorflow.python์—์„œ pywrap_tensorflow ๊ฐ€์ ธ์˜ค๊ธฐ
ํŒŒ์ผ "/home/ahmed/anaconda3/envs/tf14/lib/python3.7/site-packages/tensorflow/python/pywrap_tensorflow.py", 58ํ–‰,
tensorflow.python.pywrap_tensorflow_internal ๊ฐ€์ ธ์˜ค๊ธฐ์—์„œ *
ํŒŒ์ผ "/home/ahmed/anaconda3/envs/tf14/lib/python3.7/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", 114ํ–‰
def TFE_ContextOptionsSetAsync(arg1, ๋น„๋™๊ธฐ):
^^
SyntaxError: ์ž˜๋ชป๋œ ๊ตฌ๋ฌธ

์•ˆ๋…•! ๋ช‡ ๊ฐ€์ง€ ๋ง‰๋‹ค๋ฅธ ๊ณจ๋ชฉ์ด ์žˆ์—ˆ์ง€๋งŒ ์ด๊ฒƒ์€ python 3.6.9/3.8์—์„œ ์ €์—๊ฒŒ ํšจ๊ณผ์ ์ด์—ˆ์Šต๋‹ˆ๋‹ค(setuptools๋ฅผ ์ตœ์‹  ๋ฒ„์ „์œผ๋กœ ์—…๋ฐ์ดํŠธํ•œ ๋‹ค์Œ tensorflow ์„ค์น˜).

1๋‹จ๊ณ„: pip install -U pip
2๋‹จ๊ณ„: pip install -U setuptools
3๋‹จ๊ณ„: pip install tensorflow

์ถœ์ฒ˜: liquidweb.com/kb/how-to-install-tensorflow-on-ubuntu-18-04/

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