Tensorflow: Python3.8 ์ง€์›

์— ๋งŒ๋“  2019๋…„ 10์›” 15์ผ  ยท  139์ฝ”๋ฉ˜ํŠธ  ยท  ์ถœ์ฒ˜: tensorflow/tensorflow

์ด๊ฒƒ์ด ๋นŒ๋“œ/์„ค์น˜ ๋ฌธ์ œ์ธ์ง€ ํ™•์ธํ•˜์‹ญ์‹œ์˜ค. ํƒœ๊ทธ:build_template

์‹œ์Šคํ…œ ์ •๋ณด

  • OS ํ”Œ๋žซํผ ๋ฐ ๋ฐฐํฌ(์˜ˆ: Linux Ubuntu 16.04): Windows 10
  • ๋ฌธ์ œ๊ฐ€ ๋ชจ๋ฐ”์ผ ์žฅ์น˜์—์„œ ๋ฐœ์ƒํ•˜๋Š” ๊ฒฝ์šฐ ๋ชจ๋ฐ”์ผ ์žฅ์น˜(์˜ˆ: iPhone 8, Pixel 2, Samsung Galaxy):
  • (์†Œ์Šค ๋˜๋Š” ๋ฐ”์ด๋„ˆ๋ฆฌ)์—์„œ ์„ค์น˜๋œ TensorFlow: pip
  • TensorFlow ๋ฒ„์ „: 2
  • ํŒŒ์ด์ฌ ๋ฒ„์ „: 3.8
  • virtualenv๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ์„ค์น˜ํ–ˆ์Šต๋‹ˆ๊นŒ? ์”จ? ์ฝ˜๋‹ค?: venv
  • Bazel ๋ฒ„์ „(์†Œ์Šค์—์„œ ์ปดํŒŒ์ผํ•˜๋Š” ๊ฒฝ์šฐ): ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
  • GCC/์ปดํŒŒ์ผ๋Ÿฌ ๋ฒ„์ „(์†Œ์Šค์—์„œ ์ปดํŒŒ์ผํ•˜๋Š” ๊ฒฝ์šฐ): ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
  • CUDA/cuDNN ๋ฒ„์ „: ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
  • GPU ๋ชจ๋ธ ๋ฐ ๋ฉ”๋ชจ๋ฆฌ: NA

๋ฌธ์ œ ์„ค๋ช…
ํ…์„œํ”Œ๋กœ๋ฅผ ์„ค์น˜ํ•  ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค
๋ฌธ์ œ๊ฐ€ ๋ฐœ์ƒํ•˜๊ธฐ ์ „์— ์‹คํ–‰ํ•œ ๋ช…๋ น/๋‹จ๊ณ„์˜ ์ •ํ™•ํ•œ ์ˆœ์„œ๋ฅผ ์ œ๊ณตํ•˜์‹ญ์‹œ์˜ค.

ํŒŒ์ด์ฌ 3.8 ์„ค์น˜
์ƒˆ ํ™˜๊ฒฝ ๋งŒ๋“ค๊ธฐ
venv> pip install tensorflow
ERROR: Could not find a version that satisfies the requirement tensorflow (from versions: none) ERROR: No matching distribution found for tensorflow ์‹คํŒจ

๊ธฐํƒ€ ์ •๋ณด/๋กœ๊ทธ
๋ฌธ์ œ ์ง„๋‹จ์— ๋„์›€์ด ๋˜๋Š” ๋ชจ๋“  ๋กœ๊ทธ ๋˜๋Š” ์†Œ์Šค ์ฝ”๋“œ๋ฅผ ํฌํ•จํ•ฉ๋‹ˆ๋‹ค. ์—ญ์ถ”์ ์„ ํฌํ•จํ•˜๋Š” ๊ฒฝ์šฐ ์ „์ฒด ์—ญ์ถ”์ ์„ ํฌํ•จํ•˜์‹ญ์‹œ์˜ค. ๋Œ€์šฉ๋Ÿ‰ ๋กœ๊ทธ ๋ฐ ํŒŒ์ผ์„ ์ฒจ๋ถ€ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

ํŽธ์ง‘: python 3.8(https://pypi.org/project/tensorflow/#files)์— ๋ฐ”์ด๋„ˆ๋ฆฌ๋ฅผ ์ œ๊ณตํ•˜์ง€ ์•Š๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค.
python 3.8 ์ง€์›์— ๋Œ€ํ•ด ๊ตฌ๋…ํ•  ์ˆ˜ ์žˆ๋Š” ๋˜ ๋‹ค๋ฅธ ๋ฌธ์ œ๊ฐ€ ์žˆ์Šต๋‹ˆ๊นŒ? (์ฐพ์„ ์ˆ˜ ์—†์œผ๋‹ˆ ์ผ๋‹จ ์—ด์–ด๋‘์„ธ์š”)

TF 2.0 TF 2.2 builinstall

๊ฐ€์žฅ ์œ ์šฉํ•œ ๋Œ“๊ธ€

์—ฌ์ „ํžˆ IMHO, python3.8 ์ง€์›์€ ํ† ๋ก /๊ธฐ๊ณ /์—…๋ฐ์ดํŠธ๋ฅผ ์œ„ํ•ด ์—ด๋ ค ์žˆ๋Š” ๋ฌธ์ œ์—ฌ์•ผ ํ•ฉ๋‹ˆ๋‹ค.

๋ชจ๋“  139 ๋Œ“๊ธ€

์ด ํŽ˜์ด์ง€ ์—์„œ ์ฐธ์กฐํ•  ์ˆ˜ ์žˆ๋“ฏ์ด Tensorflow๋Š” ํ˜„์žฌ python 3.7๊นŒ์ง€๋งŒ ์ง€์›๋ฉ๋‹ˆ๋‹ค.

๋‚˜์—๊ฒŒ์„œ '์‘๋‹ต์„ ๊ธฐ๋‹ค๋ฆฌ๊ณ  ์žˆ๋‹ค'?

์–ด์จŒ๋“  ๋‚˜๋Š” ์›น ํŽ˜์ด์ง€ ์—…๋ฐ์ดํŠธ๋ฅผ ๊ธฐ๋‹ค๋ฆฌ๋Š” ๊ฒƒ๋ณด๋‹ค ์ด์Šˆ๋ฅผ ๊ตฌ๋…ํ•˜๋Š” ๊ฒƒ์„ ์„ ํ˜ธํ•ฉ๋‹ˆ๋‹ค.

@amitport ์ด ๋ฌธ์ œ๋ฅผ

๋ฌธ์ œ ํ•ด๊ฒฐ์— ๋งŒ์กฑํ•˜์‹ญ๋‹ˆ๊นŒ?
๋„ค
์•„๋‹ˆ

์—ฌ์ „ํžˆ IMHO, python3.8 ์ง€์›์€ ํ† ๋ก /๊ธฐ๊ณ /์—…๋ฐ์ดํŠธ๋ฅผ ์œ„ํ•ด ์—ด๋ ค ์žˆ๋Š” ๋ฌธ์ œ์—ฌ์•ผ ํ•ฉ๋‹ˆ๋‹ค.

์ด ํŽ˜์ด์ง€ ์—์„œ ์ฐธ์กฐํ•  ์ˆ˜ ์žˆ๋“ฏ์ด Tensorflow๋Š” ํ˜„์žฌ python 3.7๊นŒ์ง€๋งŒ ์ง€์›๋ฉ๋‹ˆ๋‹ค.

ํŽ˜์ด์ง€์— 'python > 3.4'๋ผ๊ณ  ํ‘œ์‹œ๋œ ๋‹ค์Œ 'ํŒจํ‚ค์ง€ ์œ„์น˜'๊นŒ์ง€ ์•„๋ž˜๋กœ ์Šคํฌ๋กคํ•˜๋ฉด 3.8์šฉ์ด ์—†๋‹ค๋Š” ๊ฒƒ์„ ์•Œ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ฆ‰, 3.7(๋˜๋Š” Windows์˜ ๊ฒฝ์šฐ 3.6 )? ๋งˆ์ง€๋ง‰์œผ๋กœ ํ™•์ธํ•œ ๊ฒฐ๊ณผ 3.7๊ณผ 3.8์€ ๋ชจ๋‘ '> 3.4'์ด๋ฏ€๋กœ ๋ฌธ์„œ์—๋Š” ๋ฒ„์ „ ์ œํ•œ์ด ๋ช…ํ™•ํ•˜๊ฒŒ ๋ฐ˜์˜๋˜์–ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

python 3.8์—๋„ ๋นŒ๋“œ ๋ฌธ์ œ๊ฐ€ ์žˆ๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค.
https://github.com/tensorflow/tensorflow/issues/33543 ์—์„œ ๊ทธ๊ฒƒ๋“ค์„ ๋”ฐ๋ผ๊ฐ€ ๋ด…์‹œ๋‹ค.

๊ทธ๋ฆฌ๊ณ  ์šฐ๋ฆฌ์˜ ๋ชจ๋“  ์ข…์† ํ•ญ๋ชฉ์ด python 3.8 ํŒจํ‚ค์ง€๋ฅผ ๋ฆด๋ฆฌ์Šคํ•˜๋ฉด ์‹ ์†ํ•˜๊ฒŒ ์ค€๋น„๋ฅผ ์‹œ์ž‘ํ•  ๊ฒƒ์ž…๋‹ˆ๋‹ค.

๊ทธ๋ž˜์„œ ์–ด๋–ป๊ฒŒ 3.7์„ ์„ค์น˜ํ•ฉ๋‹ˆ๊นŒ? ๋‚˜๋Š” ์ง€๊ธˆ 3.8์—์žˆ๋‹ค xx

gunan์ด ๋งํ–ˆ๋“ฏ ์ด @nonoyek. ๊ทธ๋“ค์€ ์ข…์†์„ฑ์ด python3.8 ํŒจํ‚ค์ง€๋ฅผ ๋ฆด๋ฆฌ์Šคํ•œ ๋‹ค์Œ python3.8์„ ๋ฆด๋ฆฌ์Šคํ•˜๊ธฐ๋ฅผ ๊ธฐ๋‹ค๋ฆฌ๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.

๊ธฐ๋‹ค๋ฆฌ๊ฑฐ๋‚˜(๊ธธ์ง€ ์•Š๊ธฐ๋ฅผ ๋ฐ”๋ž๋‹ˆ๋‹ค) python3.7์„ ์„ค์น˜ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค(๋ฐฉ๋ฒ•์„ ๋ฌป๋Š”๋‹ค๋ฉด ์ด๊ฒƒ์€ ์˜ฌ๋ฐ”๋ฅธ ์žฅ์†Œ๊ฐ€ ์•„๋‹™๋‹ˆ๋‹ค. stackoverflow.com์„ ์‚ฌ์šฉํ•ด ๋ณด์„ธ์š”)

๊ฐ™์€ ๋ฌธ์ œ๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค. ์ด์ œ 3.7๊ณผ 3.8์ด ๋ชจ๋‘ ์„ค์น˜๋˜์–ด ์žˆ์ง€๋งŒ ๊ธฐ๋ณธ๊ฐ’์€ 3.8์ž…๋‹ˆ๋‹ค.

์‘์šฉ ํ”„๋กœ๊ทธ๋žจ๊ณผ Python.Framework ๋””๋ ‰ํ„ฐ๋ฆฌ์—์„œ 3.8 ํด๋”๋ฅผ ์ œ๊ฑฐํ•˜์—ฌ 3.8์„ ์ œ๊ฑฐํ•˜๋ ค๊ณ  ์‹œ๋„ํ–ˆ์ง€๋งŒ ์—ฌ์ „ํžˆ ํ•ด๋‹น ๊ฒฝ๋กœ๋ฅผ ์ฐพ๊ณ  ์žˆ์ง€๋งŒ ์ฐพ์ง€ ๋ชปํ•ฉ๋‹ˆ๋‹ค.

์–ด๋–ป๊ฒŒ 3.7๋กœ ๋Œ์•„๊ฐ€๋‚˜์š”?

@geoffreyhughes @nonoyek @amitport

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.

python 3.8์„ ์‚ฌ์šฉํ•˜์—ฌ Windows์—์„œ TF๋ฅผ ์„ฑ๊ณต์ ์œผ๋กœ ๋นŒ๋“œํ•  ์ˆ˜ ์žˆ์—ˆ์Šต๋‹ˆ๋‹ค.
๊ทธ๋Ÿฌ๋‚˜ grpcio๋Š” ์—ฌ์ „ํžˆ python 3.8 ํŒจํ‚ค์ง€๋ฅผ ๊ฒŒ์‹œํ•˜์ง€ ์•Š์•˜์Šต๋‹ˆ๋‹ค.
๋”ฐ๋ผ์„œ python 3.8 ๋ฆด๋ฆฌ์Šค์— ๋Œ€ํ•œ ๋ฆด๋ฆฌ์Šค๊ฐ€ ์ฐจ๋‹จ๋˜์—ˆ์Šต๋‹ˆ๋‹ค.

์ฐธ๊ณ ๋กœ ๋‹ค์Œ์€ grcpio์˜ ๋ฌธ์ œ์ž…๋‹ˆ๋‹ค. https://github.com/grpc/grpc/issues/20615 ๋ฐ https://github.com/grpc/grpc/issues/20831

python 3.8 nightlies๊ฐ€ ๋‚˜์˜ฌ ๋•Œ๊นŒ์ง€ ์ด ๋ฌธ์ œ๋ฅผ ๋‹ค์‹œ ์—ด๊ฒ ์Šต๋‹ˆ๋‹ค.

๋ฌธ์ œ ํ•ด๊ฒฐ์— ๋งŒ์กฑํ•˜์‹ญ๋‹ˆ๊นŒ?
๋„ค
์•„๋‹ˆ

์‹ค์ˆ˜๋กœ ๋ฌธ์„ ๋‹ซ์•˜์Šต๋‹ˆ๋‹ค... ์ฃ„์†กํ•ฉ๋‹ˆ๋‹ค

์ด๊ฒƒ์€ ์ฐฝ์—๋งŒ ๊ตญํ•œ๋˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ์†Œํ”„ํŠธ์›จ์–ด ํŒจํ‚ค์ง€๋ฅผ ๋‹ค์šด๊ทธ๋ ˆ์ด๋“œํ•˜๋Š” ์˜ต์…˜ ์—†์ด Linux ๋ฐฐํฌํŒ์„ ๋กค๋งํ•˜๋Š” ๊ฒƒ ๋˜ํ•œ ํŠนํžˆ pip์—์„œ ๋ฌธ์ œ์— ์ง๋ฉดํ•ด ์žˆ์Šต๋‹ˆ๋‹ค.

@georgebush422 @gowthamkpr ์€ ์•„๋งˆ๋„ subtype:windows ํƒœ๊ทธ๋ฅผ ์ œ๊ฑฐํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค

Grpcio๋Š” 3.8์šฉ ๋ฐ”์ด๋„ˆ๋ฆฌ๋ฅผ ์ถœ์‹œํ–ˆ์Šต๋‹ˆ๋‹ค: grpc/grpc#20831. TF๊ฐ€ ์–ธ์ œ ์ถœ์‹œ๋ ์ง€ ์˜ˆ์ƒํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ?

์ข‹์€ ์†Œ์‹์ž…๋‹ˆ๋‹ค. ์ž‘์—…์„ ์‹œ์ž‘ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๋กœ๋“œ๋งต์€ Python 3.8์„ ์ง€์›ํ•˜๋Š” tf-nightly ๋ฅผ ๋จผ์ € ์ถœ์‹œํ•˜๊ณ (์ฆ‰, master ๋ถ„๊ธฐ์— ๋Œ€ํ•œ ์ง€์›์„ ์ œ๊ณต) ๊ทธ ํ›„์—์•ผ 3.8์šฉ TF ๋ฒ„์ „์„ ์ถœ์‹œํ•  ๊ฒƒ์ž…๋‹ˆ๋‹ค. ์ฆ‰, TF 2.1์€ 3.8์„ ์ง€์›ํ•˜์ง€ ์•Š์ง€๋งŒ(์ด๋ฏธ ์ถœ์‹œํ•˜๋Š” ๊ณผ์ •์— ์žˆ์œผ๋ฏ€๋กœ) TF 2.2๋Š” ๋Œ€๋ถ€๋ถ„ ์ง€์›ํ•  ๊ฒƒ์ž…๋‹ˆ๋‹ค.

์ €๋Š” Arch Linux ๋กค๋ง ๋ฆด๋ฆฌ์Šค๋ฅผ ์‚ฌ์šฉ ์ค‘์ด๋ฉฐ ๋ชจ๋“  ๋ฒ„์ „์˜ tensorflow๋ฅผ ์„ค์น˜ํ•  ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.
lol OS๋ฅผ ๋ณ€๊ฒฝํ•ด์•ผํ•ฉ๋‹ˆ๊นŒ?, ๊ทธ๋งŒํ•œ ๊ฐ€์น˜๊ฐ€ ์—†์Šต๋‹ˆ๋‹ค.

@debendraoli Arch ํŒจํ‚ค์ง€๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ

@debendraoli ์ด ๋ฌธ์ œ์— ๋Œ€ํ•œ ์ด์ „ ๋ฉ”์‹œ์ง€๋ฅผ ์ฝ์œผ์‹ญ์‹œ์˜ค. python3.8์— ๋Œ€ํ•œ ์ง€์›์€ ์•„์ง ๋ฆด๋ฆฌ์Šค๋˜์ง€ ์•Š์•˜์ง€๋งŒ ๋‚ด๋…„์— ์™„๋ฃŒ๋  ์˜ˆ์ •์ž…๋‹ˆ๋‹ค.

@debendraoli Arch ํŒจํ‚ค์ง€๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ

virtualenv์— tensorflow ์•„์น˜ ํŒจํ‚ค์ง€๋ฅผ ์„ค์น˜ํ•˜๋Š” ๋ฐฉ๋ฒ•์€ ๋ฌด์—‡์ž…๋‹ˆ๊นŒ?

์‹œ์Šคํ…œ ์ „์ฒด์— ์„ค์น˜ํ•˜์‹ญ์‹œ์˜ค. ๋˜๋Š” virtualenv์—์„œ 3.7์„ ์‚ฌ์šฉํ•˜์‹ญ์‹œ์˜ค.

2019๋…„ 12์›” 29์ผ ์ผ์š”์ผ 17:13 Thomas Yeun [email protected]์ด ๋‹ค์Œ๊ณผ ๊ฐ™์ด ์ผ์Šต๋‹ˆ๋‹ค.

@debendraoli https://github.com/debendraoli ๋‹ค์Œ์„ ์‚ฌ์šฉํ•˜์—ฌ tensorflow๋ฅผ ์„ค์น˜ํ•˜์‹ญ์‹œ์˜ค.
์•„์น˜ ํŒจํ‚ค์ง€.

virtualenv์— tensorflow ์•„์น˜ ํŒจํ‚ค์ง€๋ฅผ ์„ค์น˜ํ•˜๋Š” ๋ฐฉ๋ฒ•์€ ๋ฌด์—‡์ž…๋‹ˆ๊นŒ?

โ€”
์ด ์Šค๋ ˆ๋“œ์— ๊ฐ€์ž…ํ–ˆ๊ธฐ ๋•Œ๋ฌธ์— ์ด ๋ฉ”์‹œ์ง€๋ฅผ ๋ฐ›๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.
์ด ์ด๋ฉ”์ผ์— ์ง์ ‘ ๋‹ต์žฅํ•˜๊ณ  GitHub์—์„œ ํ™•์ธํ•˜์„ธ์š”.
https://github.com/tensorflow/tensorflow/issues/33374?email_source=notifications&email_token=AA4OENI62K7BM46JOVYH753Q3DLEJA5CNFSM4JA4OP42YY3PNVWWK3TUL52HS4DFVEXG43NVMVBW
๋˜๋Š” ๊ตฌ๋… ์ทจ์†Œ
https://github.com/notifications/unsubscribe-auth/AA4OENLAJGIZC2WV5THYJQLQ3DLEJANCNFSM4JA4OP4Q
.

์•„์น˜ ์—ฌ๋Ÿฌ๋ถ„, ๋‹ค๋ฅธ ๋ฌธ์ œ๋ฅผ ๋งŒ๋“ค์–ด์ฃผ์„ธ์š”. ์ด ๋ฌธ์ œ๋ฅผ ๋”๋Ÿฝํžˆ์ง€ ๋งˆ์„ธ์š”.

Python 3.8.0b1 ๋ฆด๋ฆฌ์Šค ๋‚ ์งœ: 2019๋…„ 6์›” 4์ผ
Top5์—์„œ ๊ฐ€์žฅ ์ธ๊ธฐ ์žˆ๋Š” Github ํ”„๋กœ์ ํŠธ๊ฐ€ ๋” ๋‚˜์„ ์ˆ˜ ์žˆ๋‹ค๊ณ  ์ƒ๊ฐํ•ฉ๋‹ˆ๋‹ค.
์ด ๋ฌธ์ œ๋ฅผ ๋‹จ๊ณ„ ํฌ๊ธฐ 10์œผ๋กœ 0์—์„œ 100๊นŒ์ง€์˜ ์ง„ํ–‰๋ฅ ๋กœ ์—…๋ฐ์ดํŠธํ•˜์‹ญ์‹œ์˜ค.

์šฐ๋ฆฌ๋Š” ๋Œ€๊ทœ๋ชจ ํ”„๋กœ์ ํŠธ์ด๋ฏ€๋กœ ๋ชจ๋“  ์ข…์†์„ฑ์ด ์™„๋ฃŒ๋  ๋•Œ๊นŒ์ง€ ๊ธฐ๋‹ค๋ ค์•ผ ํ•ฉ๋‹ˆ๋‹ค.
ํŒŒ์ด์ฌ 3.8 ํ˜ธํ™˜. ์ด๊ฒƒ์€ ๋˜ํ•œ ์šฐ๋ฆฌ๊ฐ€
๋ฒ ํƒ€ ๋ฆด๋ฆฌ์Šค, ๊ท€ํ•˜๊ฐ€ ์–ธ๊ธ‰ํ•œ ๋ฆด๋ฆฌ์Šค์ž…๋‹ˆ๋‹ค. Grpcio๋งŒ ์ถœ์‹œ
12์›” ์ค‘์ˆœ์— ํ˜ธํ™˜ ๊ฐ€๋Šฅํ•œ ํŒจํ‚ค์ง€๋กœ, ์šฐ๋ฆฌ๋Š” ๋ชจ๋“ 
๋นŒ๋“œ ๋ฌธ์ œ๊ฐ€ ํ•ด๊ฒฐ๋˜์—ˆ์Šต๋‹ˆ๋‹ค.
๋”ฐ๋ผ์„œ ์›ํ•˜๋Š” ๊ฒฝ์šฐ ํ˜„์žฌ Python 3.8์šฉ ์†Œ์Šค์—์„œ TF๋ฅผ ๋นŒ๋“œํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

์š”์ฆ˜์€ ๋Œ€๋ถ€๋ถ„์˜ ํŒ€์ด ํœด๊ฐ€ ์ค‘์ด๋‹ค. ์ฒœ์ฒœํžˆ ๋Œ์•„์˜ค๋ฉด์„œ
ํœด์ผ, ์šฐ๋ฆฌ๋Š” 1์›” ์–ธ์  ๊ฐ€ ์•ผ๊ฐ„ 3.8 ๋นŒ๋“œ๋ฅผ ์„ค์ •ํ•  ๊ฒƒ์ž…๋‹ˆ๋‹ค. ๊ณต์‹์ ์ธ
python 3.8 ๋ฆด๋ฆฌ์Šค๋Š” 3์›” 2.2 ๋ฆด๋ฆฌ์Šค๋กœ ์˜ˆ์ •๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค. 2.1์€ ์ž˜๋ ธ๋‹ค
๋ชจ๋“  python 3.8 ๋ฌธ์ œ๊ฐ€ ํ•ด๊ฒฐ๋˜๊ธฐ ์ „์—.

2020๋…„ 1์›” 6์ผ ์›”์š”์ผ ์˜คํ›„ 12:34 Alexander Grigoryev [email protected]
์ผ๋‹ค:

Python 3.8.0b1 ๋ฆด๋ฆฌ์Šค ๋‚ ์งœ: 2019๋…„ 6์›” 4์ผ
Top5์—์„œ ๊ฐ€์žฅ ์ธ๊ธฐ ์žˆ๋Š” Github ํ”„๋กœ์ ํŠธ๊ฐ€ ๋” ๋‚˜์„ ์ˆ˜ ์žˆ๋‹ค๊ณ  ์ƒ๊ฐํ•ฉ๋‹ˆ๋‹ค.
๋‹ค์Œ์„ ์‚ฌ์šฉํ•˜์—ฌ 0์—์„œ 100๊นŒ์ง€์˜ ์ง„ํ–‰๋ฅ ๋กœ ์ด ๋ฌธ์ œ๋ฅผ ์—…๋ฐ์ดํŠธํ•˜์‹ญ์‹œ์˜ค.
๋‹จ๊ณ„ ํฌ๊ธฐ 10.

โ€”
๋‹น์‹ ์ด ํ• ๋‹น๋˜์—ˆ๊ธฐ ๋•Œ๋ฌธ์— ์ด๊ฒƒ์„ ๋ฐ›๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.
์ด ์ด๋ฉ”์ผ์— ์ง์ ‘ ๋‹ต์žฅํ•˜๊ณ  GitHub์—์„œ ํ™•์ธํ•˜์„ธ์š”.
https://github.com/tensorflow/tensorflow/issues/33374?email_source=notifications&email_token=AB4UEONV6BFCXYNDALXH3C3Q4L3KHA5CNFSM4JA4OP42YY3PNVWWK3TUL52HS4DFVEXG43VMVBW63
๋˜๋Š” ๊ตฌ๋… ์ทจ์†Œ
https://github.com/notifications/unsubscribe-auth/AB4UEOOMCDI3BA3QIRACXT3Q4L3KHANCNFSM4JA4OP4Q
.

๋‹ค๋ฅธ ์‚ฌ๋žŒ๋“ค์ด ๋งํ–ˆ๋“ฏ์ด ํ˜„์žฌ์™€ ๊ฐ™์ด ๋ฌธ์„œ๋ฅผ ์ˆ˜์ •ํ•  ์ˆ˜ ์žˆ๋‹ค๋ฉด ๋จผ ๊ธธ์„ ๊ฐˆ ๊ฒƒ์ž…๋‹ˆ๋‹ค. Python ์š”๊ตฌ ์‚ฌํ•ญ์ด python์ด๋ผ๊ณ  ๋ช…์‹œ๋˜์–ด ์žˆ๊ธฐ ๋•Œ๋ฌธ์— ์‹ ๊ทœ ์ด๋ฏผ์ž๊ฐ€ pip install tensorflow ์‚ฐ์ถœ๋˜๋Š” ์ด์œ ๋ฅผ ํŒŒ์•…ํ•˜๊ธฐ ์–ด๋ ค์šธ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. 3.4 ์ด์ƒ.

ERROR: Could not find a version that satisfies the requirement tensorflow (from versions: none)
ERROR: No matching distribution found for tensorflow

@debendraoli OS๋ฅผ ๋ณ€๊ฒฝํ•  ํ•„์š”๊ฐ€ ์—†์œผ๋ฉฐ virtualenv .

@debendraoli OS๋ฅผ ๋ณ€๊ฒฝํ•  ํ•„์š”๊ฐ€ ์—†์œผ๋ฉฐ virtualenv .

๊ทธ๊ฐ€ ์–ธ๊ธ‰ํ–ˆ๋“ฏ์ด OS๋ฅผ ๋ณ€๊ฒฝํ•  ํ•„์š”๊ฐ€ ์—†์œผ๋ฉฐ python 3.7๋งŒ ์žˆ์œผ๋ฉด ๋ฉ๋‹ˆ๋‹ค. ๋‹ค์Œ์„ ์‹œ๋„ํ•˜์‹ญ์‹œ์˜ค.

virtualenv --system-site-packages -p python3.7 DEST_DIR 

DEST_DIR ๋Š” ๋Œ€์ƒ ๋””๋ ‰ํ† ๋ฆฌ์ž…๋‹ˆ๋‹ค. Python 3.7์ด ์„ค์น˜๋˜์–ด ์žˆ๋Š”์ง€ ํ™•์ธํ•˜์‹ญ์‹œ์˜ค. ์ œ ๊ฒฝ์šฐ์—๋Š” AUR์—์„œ ์„ค์น˜ํ–ˆ์Šต๋‹ˆ๋‹ค.

๋‹ค๋ฅธ ์‚ฌ๋žŒ๋“ค์ด ๋งํ–ˆ๋“ฏ์ด ๊ทธ๋™์•ˆ ๋ฌธ์„œ๋ฅผ ํ˜„์žฌ์™€ ๊ฐ™์ด ์ˆ˜์ •ํ•  ์ˆ˜ ์žˆ๋‹ค๋ฉด ๋จผ ๊ธธ์„ ๊ฐˆ ๊ฒƒ์ž…๋‹ˆ๋‹ค. Python ์š”๊ตฌ ์‚ฌํ•ญ์ด python 3.4 ์ด์ƒ์ด๋ผ๊ณ  ๋ช…์‹œ๋˜์–ด ์žˆ๊ธฐ ๋•Œ๋ฌธ์— ์‹ ๊ทœ ์ด๋ฏผ์ž๊ฐ€ pip install tensorflow๊ฐ€ ์‚ฐ์ถœ๋˜๋Š” ์ด์œ ๋ฅผ ํŒŒ์•…ํ•˜๊ธฐ ์–ด๋ ค์šธ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. .

์ข‹์€ ์ œ์•ˆ์ž…๋‹ˆ๋‹ค. ํ”ผ๋“œ๋ฐฑ ์ฃผ์…”์„œ ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค.
@lamberta ํ˜„์žฌ python 3.8์ด ์•„์ง ์ง€์›๋˜์ง€ ์•Š๋Š”๋‹ค๊ณ  ๋ฌธ์„œ๋ฅผ ์—…๋ฐ์ดํŠธํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ?

ํ™•์‹ ํ•˜๋Š”. ์‹œ์Šคํ…œ ์š”๊ตฌ ์‚ฌํ•ญ์€ https://github.com/tensorflow/docs/blob/master/site/en/install/pip.html#L31 ๋ฌธ์„œ์— ์žˆ์Šต๋‹ˆ๋‹ค.

๊ทธ๊ฒƒ์€ ๋ฌด์—‡์„ ๋งํ•ด์•ผํ•ฉ๋‹ˆ๊นŒ? ํŒŒ์ด์ฌ 3.4-3.7?

@lamberta ์˜ˆ, "3.8์€

์ฐธ๊ณ ๋กœ ์ €๋Š” https://github.com/yaroslavvb/tensorflow-community-wheels/issues/139 ์—์„œ Python 3.8๋กœ TF 1.15๋ฅผ ๋นŒ๋“œํ–ˆ์Šต๋‹ˆ๋‹ค.

๋ฌธ์ œ ํ•ด๊ฒฐ์— ๋งŒ์กฑํ•˜์‹ญ๋‹ˆ๊นŒ?
๋„ค
์•„๋‹ˆ

์™œ ํ์‡„๋˜์—ˆ๋‚˜์š”? AFAIK๊ฐ€ ํ•ด๊ฒฐ๋˜์ง€ ์•Š์•˜์Šต๋‹ˆ๋‹ค(์˜ˆ: ๋กœ์ปฌ์—์„œ ๋นŒ๋“œํ•  ์ˆ˜ ์žˆ์ง€๋งŒ ๋ฌธ์ œ๋Š” ์•„๋‹˜).

์˜ค๋ฅ˜: tf-nightly ์š”๊ตฌ ์‚ฌํ•ญ์„ ์ถฉ์กฑํ•˜๋Š” ๋ฒ„์ „์„ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค(๋ฒ„์ „: ์—†์Œ).
์˜ค๋ฅ˜: tf-nightly์— ๋Œ€ํ•ด ์ผ์น˜ํ•˜๋Š” ๋ฐฐํฌ๋ฅผ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.
์—ฌ๊ธฐ์—์„œ๋„ ์ž‘๋™ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.

์ปค๋ฐ‹์— ์˜ํ•ด ์ž๋™ ์ข…๋ฃŒ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์šฐ๋ฆฌ๋Š” ์—ฌ์ „ํžˆ 3.8 ๋ฐ”์ด๋„ˆ๋ฆฌ๋ฅผ ์‚ฌ์šฉํ•  ์ˆ˜ ์—†๋‹ค๋Š” ๊ฒƒ์„ ์•Œ๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.

@NIravMeghani ์ด ๋ฌธ์ œ๋Š” ์•„์ง ์—ด๋ ค ์žˆ์Šต๋‹ˆ๋‹ค. ์ž‘๋™ํ–ˆ๋‹ค๋ฉด ๋†€๋ž์„ ๊ฒƒ์ž…๋‹ˆ๋‹ค.

@NIravMeghani ํœ  ๋งํฌ๋Š” python3.8์šฉ์œผ๋กœ ์ปดํŒŒ์ผ๋˜์ง€ ์•Š์€ tensorflow 1.8.0 macOS ํœ ์„ ๊ฐ€๋ฆฌํ‚ต๋‹ˆ๋‹ค. ์ด ํœ ์ด ์‹ค์ œ๋กœ ์ž‘๋™ํ•  ์ˆ˜ ์žˆ๋Š” ๋ฐฉ๋ฒ•์€ ์—†์Šต๋‹ˆ๋‹ค. :) ๋˜ํ•œ ์ด ๋ฌธ์ œ๋Š” tensorflow 2.x์— ๋Œ€ํ•œ python3.8 ์ง€์›์— ๊ด€ํ•œ ๊ฒƒ์ž…๋‹ˆ๋‹ค.

https://www.tensorflow.org/install/pip#package -location์—์„œ ๊ฐ€๋Šฅํ•œ ์ตœ์‹  ํœ ์„

ํ˜„์žฌ ๊ฐ€์žฅ ์‰ฌ์šด ๋ฐฉ๋ฒ•์€ ๋ฐ”ํ€ด๋ฅผ ์ง์ ‘ ๋งŒ๋“œ๋Š” ๊ฒƒ์ด๋ฉฐ ์ตœ๋Œ€ ๋ช‡ ์‹œ๊ฐ„์ด ์†Œ์š”๋  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
https://www.tensorflow.org/install/source_windows ์˜ ์ง€์นจ์„ ๋”ฐ๋ฅด์‹ญ์‹œ์˜ค.
์ž ์žฌ์ ์œผ๋กœ ์œ ์šฉํ•œ ์ถ”๊ฐ€ ํžŒํŠธ:

SET BAZEL_VC=C:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC
SET BAZEL_VS=C:\Program Files (x86)\Microsoft Visual Studio\2019\Community
SET CUDA_PATH=C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v10.1
SET CUDA_TOOLKIT_PATH=C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v10.1

๋˜ํ•œ ์„ค์ • set BAZEL_VC_FULL_VERSION=14.16.27023 (ํ•œ์ด ์ผ์น˜์œผ๋กœ ๋ชจ๋“  ๋ฒ„์ „์˜ ์ž‘๋™ ์‹ค์ œ VC ๋ฒ„์ „์ด ๋ฌด์—‡์ธ์ง€์— ๊ด€๊ณ„์—†์ด tensorflow 2.1 ๋นŒ๋“œ๋Š” float(environ_cp.get('TF_VC_VERSION', '0')) >= 16.4 ). ์ด๋Š” ๋นŒ๋“œ๊ฐ€ ํ•˜๋ฃจ ์ข…์ผ ๊ฑธ๋ฆฌ์ง€ ์•Š๋„๋ก ํ•˜๊ธฐ ์œ„ํ•œ ๊ฒƒ์ž…๋‹ˆ๋‹ค. ์ž์„ธํ•œ ๋‚ด์šฉ์€ configure.py ๋ฅผ ์ฐธ์กฐํ•˜์‹ญ์‹œ์˜ค.

git์—์„œ tensorflow ์†Œ์Šค๋ฅผ ๋ณต์ œํ•˜๊ณ  ๊ด€์‹ฌ ์žˆ๋Š” ํƒœ๊ทธ๋ฅผ ํ™•์ธํ•ฉ๋‹ˆ๋‹ค(2.1์€ ์ž‘๋™ํ•˜๋Š” ๊ฒƒ์œผ๋กœ ์•Œ๋ ค์ ธ ์žˆ์ง€๋งŒ 1.15๋Š” ํ™•์‹คํ•˜์ง€ ์•Š์Œ).

ํŒŒ์ด์ฌ ๊ตฌ์„ฑ.py
์ตœ์ ํ™” ํ”Œ๋ž˜๊ทธ
/ ์•„์น˜:AVX2

bazel build --config=opt --define=no_tensorflow_py_deps=true //tensorflow/tools/pip_package:build_pip_package

bazel-bin\tensorflow\tools\pip_package\build_pip_package C:/tmp/tensorflow_cuda_10_1

2.2๊ฐ€ ๋ฆด๋ฆฌ์Šค๋  ๋•Œ๊นŒ์ง€ pip install tensorflow ๋Š” python 3.8์—์„œ ์ž‘๋™ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.
https://github.com/tensorflow/tensorflow/issues/33374#issuecomment -571074915๋ฅผ ์ฐธ์กฐ

@mihaimaruseac , python 3.8์ด ์ง€์›๋˜์ง€ ์•Š์„ ๋•Œ๊นŒ์ง€ ๋ฌธ์„œ ์ˆ˜์ •์„ ์œ„ํ•ด #1435์˜ ์ด๋Ÿฌํ•œ ๋ณ€๊ฒฝ ์‚ฌํ•ญ์„ ๊ณ ๋ คํ•˜๊ณ  PR์„ ๊ฒ€ํ† ํ•˜์‹ญ์‹œ์˜ค.

Python 3.8์—์„œ ์ž‘๋™ํ•˜๋Š” ์ƒˆ ๋ฒ„์ „ tensorflow์˜ ์ถœ์‹œ ๋‚ ์งœ๋Š”?

๊ทธ๋ž˜์„œ 3.7 ์ดํ•˜๋กœ ๋‹ค์šด ๊ทธ๋ ˆ์ด๋“œํ•˜๋Š” ๊ฒƒ๋งŒ์ด ํ•ด๊ฒฐ์ฑ…์ž…๋‹ˆ๊นŒ?

ํ˜„์žฌ๋กœ์„œ๋Š” Python 3.7์„ ์‚ฌ์šฉํ•˜๊ฑฐ๋‚˜ ์†Œ์Šค์—์„œ ์ปดํŒŒ์ผํ•˜๋Š” ๋‘ ๊ฐ€์ง€ ์†”๋ฃจ์…˜์ด ์žˆ์Šต๋‹ˆ๋‹ค.

TF 2.2๋Š” python3.8์„ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค.

tf-nightly ์–ด๋–ป์Šต๋‹ˆ๊นŒ?

์ง€๋‚œ ๋ฉฐ์น  ๋™์•ˆ tf-nightly ์ด ์†์ƒ๋œ Linux CPU์— ๋ช‡ ๊ฐ€์ง€ ๋ฌธ์ œ๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค. ๋ฌธ์ œ๊ฐ€ ํ•ด๊ฒฐ๋˜๋ฉด 3.8 nightlies ๊ตฌ์ถ• ํ”„๋กœ์„ธ์Šค๋ฅผ ๋‹ค์‹œ ์‹œ์ž‘ํ•  ์ˆ˜ ์žˆ์œผ๋ฉฐ ๊ทธ ํ›„ ์ตœ๋Œ€ 2-3์ผ์ด ์†Œ์š”๋ฉ๋‹ˆ๋‹ค.

๋”ฐ๋ผ์„œ 2์›” ์ค‘์ˆœ๊นŒ์ง€ 3.8 nightlies๋ฅผ ๋ฆด๋ฆฌ์Šคํ•  ์ˆ˜ ์žˆ๊ธฐ๋ฅผ ๋ฐ”๋ž๋‹ˆ๋‹ค.

@mihaimaruseac TF 2.2์— ๋Œ€ํ•œ ETA๊ฐ€ ์žˆ์Šต๋‹ˆ๊นŒ? ๋ช‡ ์ฃผ? ๊ฐœ์›”?

ํŽธ์ง‘ : ๋” ์ž์„ธํžˆ ์ฝ์–ด์•ผํ•ฉ๋‹ˆ๋‹ค. ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค!

๋”ฐ๋ผ์„œ 2์›” ์ค‘์ˆœ๊นŒ์ง€ 3.8 nightlies๋ฅผ ๋ฆด๋ฆฌ์Šคํ•  ์ˆ˜ ์žˆ๊ธฐ๋ฅผ ๋ฐ”๋ž๋‹ˆ๋‹ค.

@martinwicke @ewilderj ์ถœ์‹œ ๋กœ๋“œ๋งต์ด ์™ธ๋ถ€์— ๊ฒŒ์‹œ๋˜์–ด ์žˆ์Šต๋‹ˆ๊นŒ?

์ด์ œ Linux์—์„œ 3.8 ํœ ์„ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค.

image

@ErikBjare @gunan ์ด๊ฑด ๋กœ๋“œ๋งต ๊ฐ™์€ ๊ฑด๊ฐ€์š”? https://github.com/orgs/tensorflow/projects/8#card -32797473

@harahu ๋„ค, TF2.2๊ฐ€ ์ถœ์‹œ๋˜๊ธฐ ์ „์— ํ•ด๊ฒฐํ•ด์•ผ ํ•  ๋ฌธ์ œ์ž…๋‹ˆ๋‹ค.

@beojan (๋ฐ ๊ธฐํƒ€): ์˜ˆ, ์ด์ œ nightly๋Š” py3.8์„ ์ง€์›ํ•˜๊ณ  TF 2.2๋„ ์ด๋ฅผ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ ์ด๊ฒƒ์€ ํ˜„์žฌ Windows ๋ฐ Linux์šฉ์ž…๋‹ˆ๋‹ค. MacOS ์ง€์›์€ TF 2.2 ์ตœ์ข… ๋ฆด๋ฆฌ์Šค ์ด์ „ ๋ช‡ ์ฃผ ๋‚ด์— ๋„์ฐฉํ•  ์˜ˆ์ •์ž…๋‹ˆ๋‹ค(์—…์ŠคํŠธ๋ฆผ ๋ฌธ์ œ์ด๋ฉฐ ํ˜„์žฌ ์ˆ˜์ •ํ•  ์ˆ˜ ์žˆ๋Š” ์‚ฌํ•ญ์ด ์•„๋‹˜).

๊ถ๊ธˆํ•œ. ์˜ค๋Š˜ Python 3.82 x64๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ Windows์—์„œ pip install tf-nightly๋ฅผ ์‹œ๋„ํ•˜๊ณ  ๋‹ค์Œ ๋ฉ”์‹œ์ง€๊ฐ€ ํ‘œ์‹œ๋ฉ๋‹ˆ๋‹ค.
์˜ค๋ฅ˜: tf-nightly-gpu ์š”๊ตฌ ์‚ฌํ•ญ์„ ์ถฉ์กฑํ•˜๋Š” ๋ฒ„์ „์„ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค(๋ฒ„์ „: ์—†์Œ).
์˜ค๋ฅ˜: tf-nightly-gpu์— ๋Œ€ํ•ด ์ผ์น˜ํ•˜๋Š” ๋ฐฐํฌํŒ์„ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.

๊ถ๊ธˆํ•œ. ์˜ค๋Š˜ Python 3.82 x64๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ Windows์—์„œ pip install tf-nightly๋ฅผ ์‹œ๋„ํ•˜๊ณ  ๋‹ค์Œ ๋ฉ”์‹œ์ง€๊ฐ€ ํ‘œ์‹œ๋ฉ๋‹ˆ๋‹ค.
์˜ค๋ฅ˜: tf-nightly-gpu ์š”๊ตฌ ์‚ฌํ•ญ์„ ์ถฉ์กฑํ•˜๋Š” ๋ฒ„์ „์„ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค(๋ฒ„์ „: ์—†์Œ).
์˜ค๋ฅ˜: tf-nightly-gpu์— ๋Œ€ํ•ด ์ผ์น˜ํ•˜๋Š” ๋ฐฐํฌํŒ์„ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.

์•„์ง Windows์šฉ์œผ๋กœ ๊ฒŒ์‹œ๋˜์ง€ ์•Š์Œ:
https://pypi.org/project/tf-nightly/2.2.0.dev20200307/#files

์ด ๋ฌธ์ œ์— ๋Œ€ํ•ด ์ž‘์—…ํ•˜๋Š” ์‚ฌ๋žŒ์ด ์žˆ์Šต๋‹ˆ๊นŒ? Windows ๋ฒ„์ „์—์„œ ์ง„ํ–‰ ์ƒํ™ฉ์ด ๋ณด์ด์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ์šฐ์„ ์ˆœ์œ„๋ฅผ ๋‘˜ ๊ฐ€๋Šฅ์„ฑ์ด ์žˆ์Šต๋‹ˆ๊นŒ? Patreon ๋˜๋Š” ๋‹ค๋ฅธ ๊ธฐ๋ถ€ ์‚ฌ์ดํŠธ๋ฅผ ์‚ฌ์šฉํ•˜๋Š” ๊ฒƒ์ด ์ข‹์Šต๋‹ˆ๊นŒ? ๊ทธ๋ ‡์ง€ ์•Š์œผ๋ฉด ์•ž์œผ๋กœ ๋ช‡ ๋‹ฌ ๋™์•ˆ ์—ด๋ ค์žˆ์„ ๊ฒฝ์šฐ๋ฅผ ๋Œ€๋น„ํ•˜์—ฌ ์ง์ ‘ ์ˆ˜๋ฆฌ๋ฅผ ์‹œ์ž‘ํ•  ๊ฒƒ์ž…๋‹ˆ๋‹ค. :)

@NickDinges 2.2.0 ๋ฆด๋ฆฌ์Šค์˜ ์ผ๋ถ€์ผ ๊ฐ€๋Šฅ์„ฑ์ด ํฝ๋‹ˆ๋‹ค.

ํ˜„์žฌ ์˜ต์…˜์€ ์ˆ˜๋™์œผ๋กœ ์ปดํŒŒ์ผํ•˜๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค. Windows, Python 3.8 ๋ฐ CUDA 10.1์€ ์ตœ์‹  r2.2 ๋ถ„๊ธฐ ๋ฐ v2.2.0-rc0 ํƒœ๊ทธ์™€ ํ•จ๊ป˜ ์ž‘๋™ํ•˜๋Š” ๊ฒƒ์œผ๋กœ ์•Œ๋ ค์ ธ ์žˆ์Šต๋‹ˆ๋‹ค. ๋ถˆํ–‰ํžˆ๋„ TensorRT ๋ฐ XLA ์ง€์›์ด ์—†์Šต๋‹ˆ๋‹ค.

2.2.0 ๋ฆด๋ฆฌ์Šค์—๋Š” python 3.8์ด ์žˆ์–ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

์˜ณ์€.
Tf nightlies์™€ 2.2.0 rc0์€ ๋ชจ๋‘ python 3.8์„ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค. ๋งˆ์ฝ”๋ฅผ ์ œ์™ธํ•˜๊ณ ,
์ด๋Š” Mac ํด๋ผ์šฐ๋“œ๋ฅผ ์—…๋ฐ์ดํŠธํ•˜๋Š” ๋ช‡ ๊ฐ€์ง€ ๋ฌธ์ œ๋กœ ์ธํ•œ ๊ฒƒ์ž…๋‹ˆ๋‹ค.

2020๋…„ 3์›” 14์ผ ํ† ์š”์ผ ์˜ค์ „ 8์‹œ 47๋ถ„ Mihai Maruseac [email protected]
์ผ๋‹ค:

2.2.0 ๋ฆด๋ฆฌ์Šค์—๋Š” python 3.8์ด ์žˆ์–ด์•ผ ํ•ฉ๋‹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/33374#issuecomment-599083532 ,
๋˜๋Š” ๊ตฌ๋… ์ทจ์†Œ
https://github.com/notifications/unsubscribe-auth/AB4UEOKDLQ5IQNHQRR25ZKDRHORJFANCNFSM4JA4OP4Q
.

์˜ˆ, ์•„์ง ์ด๋ฏธ์ง€๊ฐ€์—†๋Š” ๋™์•ˆ ๊ถ๊ธˆํ•ฉ๋‹ˆ๋‹ค.

https://pypi.org/project/tf-nightly/2.2.0.dev20200307/#files

@NickDinges ์ด๊ฒƒ์€ ์šฐ๋ฆฌ ์ชฝ์˜ ๋ฒ„๊ทธ์ฒ˜๋Ÿผ ๋ณด์ž…๋‹ˆ๋‹ค.

์•ˆ๋…•ํ•˜์„ธ์š”, ์ €๋Š” python 3.8์ด ์„ค์น˜๋œ mac catalina๋ฅผ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ์–ด๋–ป๊ฒŒ ํ•ด์•ผ ํ•˜๋‚˜์š”? ์†Œ์Šค์—์„œ ์ปดํŒŒ์ผํ•ด์•ผ ํ•ฉ๋‹ˆ๊นŒ, ์ƒˆ ๋ฆด๋ฆฌ์Šค๋ฅผ ๊ธฐ๋‹ค๋ ค์•ผ ํ•ฉ๋‹ˆ๊นŒ, ์•„๋‹ˆ๋ฉด python3.7๋กœ ๋‹ค์šด๊ทธ๋ ˆ์ด๋“œํ•ด์•ผ ํ•ฉ๋‹ˆ๊นŒ?

@NickDinges 2.2.0-rc0์šฉ py38 ํ•์ด ๊ณง ์—…๋กœ๋“œ๋ฉ๋‹ˆ๋‹ค. ๋˜ํ•œ windows/py38์šฉ ์•ผ๊ฐ„ ํ•์— ๋Œ€ํ•œ ์ˆ˜์ • ์ž‘์—…์ด ์ง„ํ–‰ ์ค‘์ž…๋‹ˆ๋‹ค.

@lucaturchet ๊ธ‰ํ•œ ๊ฒฝ์šฐ pip install ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๊ทธ๋ ‡์ง€ ์•Š์œผ๋ฉด ์†Œ์Šค์—์„œ ์ปดํŒŒ์ผ์„ ์‹œ๋„ํ•˜๊ฑฐ๋‚˜ 2.2 ์ตœ์ข… ๋ฆด๋ฆฌ์Šค๊นŒ์ง€ ๊ธฐ๋‹ค๋ฆด ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

@mihaimaruseac ์ •๋ง ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค. 3.8์— ๋Œ€ํ•œ ์ง€์›์ด ์–ธ์ œ ์ถœ์‹œ๋  ๊ฒƒ์œผ๋กœ ์˜ˆ์ƒํ•˜๋Š”์ง€ ์•Œ๋ ค์ฃผ์‹ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ? ์•„์ด๋””์–ด๋งŒ ์žˆ์œผ๋ฉด

๋ช‡ ์ฃผ. ์šฐ๋ฆฌ๋Š” ์ด๋ฏธ 2.2์— ๋Œ€ํ•œ rc0์„ ๊ฐ€์ง€๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.

@NickDinges Python 3.8 ํ•์€ Windows ๋ฐ Linux์šฉ tf-nightly-gpu ๋ฐ tf-nightly-cpu ์— ์—…๋กœ๋“œ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ๋‚ด์ผ๋ถ€ํ„ฐ ์ด ๋ชจ๋“  ๊ฒƒ์ด tf-nightly ์—๋„ ์—…๋กœ๋“œ๋ฉ๋‹ˆ๋‹ค.

์—„์ฒญ๋‚œ! ๊ฐ์‚ฌ ํ•ด์š” :-)

๋ฐฉ๊ธˆ ํ™•์ธํ–ˆ๋Š”๋ฐ Windows์— ํ•„์š”ํ•œ ํŒŒ์ผ์„ ์ œ์™ธํ•œ ๋ชจ๋“  ํŒŒ์ผ์ด ์—…๋ฐ์ดํŠธ๋ฉ๋‹ˆ๋‹ค ;-(

tf-nightly , tf-nightly-cpu ๋ฐ tf-nightly-gpu ์—๋Š” ๋ชจ๋‘ linux ๋ฐ Windows python 3.8 ํŒจํ‚ค์ง€๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค.

์•„๋งˆ๋„ ์—…๋กœ๋“œ๋˜๊ธฐ ์ „์— ํ™•์ธํ–ˆ์„ ๊ฒƒ์ž…๋‹ˆ๋‹ค.

์˜ˆ. ์ง€๊ธˆ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค. ์œˆ๋„์šฐ ์ด๋ฏธ์ง€๋Š” ๋‹ค๋ฅธ ์ด๋ฏธ์ง€๋ณด๋‹ค 5์‹œ๊ฐ„ ๋Šฆ์—ˆ์Šต๋‹ˆ๋‹ค :-) ์˜ˆ์ƒํ•˜์ง€ ๋ชปํ–ˆ์Šต๋‹ˆ๋‹ค :)

์ •๋ง ํšจ๊ณผ๊ฐ€ ์žˆ๋‚˜์š”? ์„ค์น˜ ๋ฐฉ๋ฒ•์„ ๋„์™€์ฃผ์„ธ์š”.
๋‚ด ์‹œ๋„: pip install tensorflow ๊ฐ€ ํ•œ ๋‹ฌ ์ „๊ณผ ๊ฐ™์ด ๊ฐˆ์ƒ‰์œผ๋กœ

"tensorflow ์š”๊ตฌ ์‚ฌํ•ญ์„ ์ถฉ์กฑํ•˜๋Š” ๋ฒ„์ „์„ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค..."

์˜ˆ. "pip install tf-nightly-gpu"๋ฅผ ์‚ฌ์šฉํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

์˜ˆ. ๊ฐ์‚ฌ ํ•ด์š”.
๊ฐ„๋‹จํ•œ CV ์ฝ”๋“œ๋ฅผ ์‹คํ–‰ํ•˜๋ ค๊ณ  ํ–ˆ์Šต๋‹ˆ๋‹ค.

import imageai
from imageai.Detection import ObjectDetection
import os

execution_path = os.getcwd()
detector = ObjectDetection()
detector.setModelTypeAsYOLOv3()
detector.setModelPath(os.path.join(execution_path, "yolo.h5"))
detector.loadModel()
detections = detector.detectObjectFromImage(input_image = os.path.join(execution_path,
                                                                "input.jpg"), output_image_path =
                                                                os.path.join(execution_path, "output.jpg"),
                                                                minimum_percentage_probability = 30)
for eachObject in detections:
    print(eachObject["name"], " : ", eachObject["percentage_probability"],
            " : ", eachObject["box_points"])
    print("_", x10)

์–ด์จŒ๋“  ๋‚˜๋Š” ์—ฌ์ „ํžˆ Tensorflow์— ๋ฌธ์ œ๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค.

Traceback (most recent call last):
detector = ObjectDetection()
...\imageai\Detection\__init__.py", line 88, in __init__
    self.sess = K.get_session()
...\keras\backend\tensorflow_backend.py", line 378, in get_session
    raise RuntimeError(
RuntimeError: `get_session` is not available when using TensorFlow 2.0.

๋‚ด ์ฝ”๋“œ์˜ ์ ‘๊ทผ ๋ฐฉ์‹์ด ๋” ์ด์ƒ ์‚ฌ์šฉ๋˜์ง€ ์•Š์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

์ด๊ฒƒ์„ ํ™•์ธํ•˜์‹ญ์‹œ์˜ค: https://stackoverflow.com/questions/58255821/how-to-use-k-get-session-in-tensorflow-2-0-or-how-to-migrate-it

tf_nightly_gpu-2.2.0.dev20200315๋Š” ์—ฌ์ „ํžˆ 10.2๊ฐ€ ์•„๋‹Œ cuda 10.1์„ ๊ธฐ๋Œ€ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.

@keke8273 ๋‚˜๋Š” cuda 10.2๊ฐ€ TF 2.2์—์„œ ์ง€์›๋˜์ง€ ์•Š์„ ๊ฒƒ์ด๋ผ๊ณ  ์ƒ๊ฐํ•ฉ๋‹ˆ๋‹ค.

์ตœ์‹  nvidia ๋“œ๋ผ์ด๋ฒ„์™€ cuda๋ฅผ ์ด๋ฏธ ์„ค์น˜ํ–ˆ๋‹ค๋ฉด 10.1 cuda๋ฅผ ์ˆ˜๋™ ๋‹ค์šด๋กœ๋“œ๋กœ ์ถ”๊ฐ€ํ•˜๊ณ  ๊ฒฝ๋กœ๋ฅผ ์กฐ์ •ํ•˜๋Š” ๊ฒƒ์„ ๊ณ ๋ คํ•˜์‹ญ์‹œ์˜ค. ์ตœ์‹  nvidia ๋“œ๋ผ์ด๋ฒ„๋Š” ์ด์ „ cuda ๋ฒ„์ „์—์„œ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค.

๋ช‡ ๊ฐ€์ง€ ํžŒํŠธ๋Š” https://twitter.com/ahtik/status/1238079762758807554 ๋ฅผ ์ฐธ์กฐ

์ผ๋ถ€ ๋ฌธ์ œ๋กœ ์ธํ•ด Mac์„ ์ œ์™ธํ•˜๊ณ  Mac ํด๋ผ์šฐ๋“œ๋ฅผ ์—…๋ฐ์ดํŠธํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.

@gunan ๋”ฐ๋ฅผ ์ˆ˜ ์žˆ๋Š” ์ด์— ๋Œ€ํ•œ ๋ฌธ์ œ ๋ฒˆํ˜ธ๊ฐ€ ์žˆ์Šต๋‹ˆ๊นŒ?

๋‹ค๋ฅธ ๋ฌธ์ œ๋กœ ์Šค๋ ˆ๋“œ๋ฅผ ํƒˆ์„ ์‹œํ‚ค์ง€ ๋งˆ์‹ญ์‹œ์˜ค. CUDA 10.2๋Š” TF 2.2์˜ ์ดˆ์ ์ด ์•„๋‹™๋‹ˆ๋‹ค(์†Œ์Šค์—์„œ ์ปดํŒŒ์ผํ•  ์ˆ˜ ์žˆ์–ด์•ผ ํ•จ).

@alanjcastonguay ๋ถˆํ–‰ํžˆ๋„ ๋‚ด๋ถ€ ๋ฌธ์ œ์ด๋ฏ€๋กœ ๊ณต๊ฐœ ๋ฌธ์ œ ๋ฒˆํ˜ธ๊ฐ€ ์—†์Šต๋‹ˆ๋‹ค. ๋ชจ๋“  ๋ฒ„์ „์— py38 ๋ฆด๋ฆฌ์Šค๊ฐ€ ์žˆ์„ ๋•Œ ์ด ์Šค๋ ˆ๋“œ๋ฅผ ์—…๋ฐ์ดํŠธํ•ฉ๋‹ˆ๋‹ค.

์˜ˆ. "pip install tf-nightly-gpu"๋ฅผ ์‚ฌ์šฉํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

pip๋‚˜ ๋ญ”๊ฐ€๋ฅผ ์—…๋ฐ์ดํŠธํ•ด์•ผ ํ•ฉ๋‹ˆ๊นŒ? ์—ฌ์ „ํžˆ ๊ฐ™์€ ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค. ์ด ์‹œ์ ์—์„œ ๋‚ด๊ฐ€ ํŒŒ์ด์ฌ์„ ์ฒ˜์Œ์œผ๋กœ ์‚ฌ์šฉํ•˜๋ ค๊ณ  ํ•  ์ˆ˜๋„ ์žˆ์Šต๋‹ˆ๋‹ค ...

์˜ˆ, pip๋ฅผ ์—…๋ฐ์ดํŠธํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

2020๋…„ 3์›” 16์ผ ์›”์š”์ผ 10:04 Iluvalar [email protected]์—์„œ ๋‹ค์Œ๊ณผ ๊ฐ™์ด ์ผ์Šต๋‹ˆ๋‹ค.

์˜ˆ. "pip install tf-nightly-gpu"๋ฅผ ์‚ฌ์šฉํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

pip๋‚˜ ๋ญ”๊ฐ€๋ฅผ ์—…๋ฐ์ดํŠธํ•ด์•ผ ํ•ฉ๋‹ˆ๊นŒ? ์—ฌ์ „ํžˆ ๊ฐ™์€ ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค.
์ด ์‹œ์ ์—์„œ ๋‚ด๊ฐ€ ํŒŒ์ด์ฌ์„ ์ฒ˜์Œ์œผ๋กœ ์‚ฌ์šฉํ•˜๋ ค๊ณ  ํ•  ์ˆ˜๋„ ์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/33374#issuecomment-599652823 ,
๋˜๋Š” ๊ตฌ๋… ์ทจ์†Œ
https://github.com/notifications/unsubscribe-auth/AAEM57J5JTDIYA7ZXQ7PKN3RHZLZ7ANCNFSM4JA4OP4Q
.

ํ˜„์žฌ ์ƒˆ๋กœ์šด ๊นจ๋—ํ•œ Windows 10 OS๋ฅผ ์„ค์ •ํ•˜๊ณ  ์žˆ์œผ๋ฉฐ Python 3.8.2 ์˜ ์ตœ์‹  ๊ธฐ๋ณธ ๋นŒ๋“œ์—์„œ ์ด ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค. OS๋Š” ๋ชจ๋“  Windows ์—…๋ฐ์ดํŠธ์— ๋Œ€ํ•ด ์ตœ์‹  ์—…๋ฐ์ดํŠธ์ž…๋‹ˆ๋‹ค.

๋‘ ์˜ต์…˜ ๋ชจ๋‘ ์—ฌ์ „ํžˆ ์˜ค๋ฅ˜๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค.

pip install tensorflow
pip install tf-nightly-gpu

๋‘˜ ๋‹ค ์—ฌ์ „ํžˆ ์˜ค๋ฅ˜:

ERROR: Could not find a version that satisfies the requirement tensorflow (from versions: none)
ERROR: No matching distribution found for tensorflow

๋ˆ„๊ตฌ๋“ ์ง€ ์ด ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•˜๋Š” ๋ฐ ์œ ์šฉํ•œ ๋นŒ๋“œ ์ง€์นจ์„ ์•Œ๊ณ  ์žˆ๊ฑฐ๋‚˜ ๋„์›€์ด ๋  ์ˆ˜ ์žˆ๋Š” ๋‚ด ์‹œ์Šคํ…œ์—์„œ ์ œ๊ณตํ•  ์ˆ˜ ์žˆ๋Š” ๊ฒƒ์ด ์žˆ์Šต๋‹ˆ๊นŒ?

https://github.com/tensorflow/tensorflow/issues/33374#issuecomment -599226072 ์— ๋”ฐ๋ฅด๋ฉด ํ˜„์žฌ python3.8์—์„œ๋Š” ์•ผ๊ฐ„ ํ•๋งŒ ์žˆ์Šต๋‹ˆ๋‹ค.

๊ทธ ํŒจํ‚ค์ง€ ์ค‘ ํ•˜๋‚˜๋ฅผ ์‚ฌ์šฉํ•ด ๋ณผ ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ? ๋˜ํ•œ pip ์—…๊ทธ๋ ˆ์ด๋“œ๋˜์—ˆ๊ณ ( pip install --upgrade pip setuptools ) CPU๊ฐ€ AVX๋ฅผ ์ง€์›ํ•˜๋Š”์ง€ ํ™•์ธํ•˜์‹ญ์‹œ์˜ค.

@ConradSollitt , "๋‚˜๋ฅผ ์œ„ํ•ด ์ผํ•ฉ๋‹ˆ๋‹ค". tensorflow ๋ฐ tf-nightly-gpu ํ• ๋‘˜ ๋‹ค.

C:\Users\ak>\python38\python.exe -m venv \arx\tf2-2.2rc
C:\Users\ak>\arx\tf2-2.2rc\Scripts\activate

(tf2-2.2rc) C:\Users\ak>python -VV
Python 3.8.2 (tags/v3.8.2:7b3ab59, Feb 25 2020, 23:03:10) [MSC v.1916 64 bit (AMD64)]

tf-nightly-gpu

(tf2-2.2rc) C:\Users\ak>pip install --no-cache-dir tf-nightly-gpu
Collecting tf-nightly-gpu
  Downloading tf_nightly_gpu-2.2.0.dev20200319-cp38-cp38-win_amd64.whl (400.0 MB)

ํ…์„œํ”Œ๋กœ

(tf2-2.2rc) C:\Users\ak>pip install --no-cache-dir tensorflow
Collecting tensorflow
  Downloading tensorflow-2.2.0rc1-cp38-cp38-win_amd64.whl (459.1 MB)

ํ…์„œํ”Œ๋กœ GPU

(tf2-2.2rc) C:\Users\ak>pip install --no-cache-dir tensorflow-gpu
Collecting tensorflow-gpu
  Downloading tensorflow_gpu-2.2.0rc1-cp38-cp38-win_amd64.whl (460.3 MB)

ํŽธ์ง‘ : ๋‚˜๋Š” ๊ฒฐ๋ก ์— ์•ฝ๊ฐ„ ๋นจ๋ž์Šต๋‹ˆ๋‹ค. tensorflow-gpu ์„ค์น˜๋Š” ๋ช‡ ๋ถ„ ํ›„์— ์‹คํŒจํ•ฉ๋‹ˆ๋‹ค.

ERROR: Could not find a version that satisfies the requirement tensorflow-gpu-estimator<2.3.0,>=2.2.0rc0 (from tensorflow-gpu) (from versions: 2.1.0)
ERROR: No matching distribution found for tensorflow-gpu-estimator<2.3.0,>=2.2.0rc0 (from tensorflow-gpu)

์˜ค, tensorflow-gpu-estimator ๊ฐ€ ์—†์–ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. ์žก์•„์ฃผ์…”์„œ ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค. ์ตœ์ข… ๋ฆด๋ฆฌ์Šค๊นŒ์ง€ ์ˆ˜์ •ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

@mihaimaruseac ๋ฐ @ahtik ์‹œ๊ฐ„์„ ๋‚ด์–ด ๋„์™€์ฃผ์…”์„œ ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค. ์ด์ œ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค! ๐Ÿ‘

์ผ๋ฐ˜์ ์œผ๋กœ python --version ๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ๋ฒ„์ „์„ ํ™•์ธํ•˜์ง€๋งŒ ์ด์ œ ๋Œ€๋ถ€๋ถ„์˜ ๊ฒฝ์šฐ python -VV ๋ฅผ ์‚ฌ์šฉํ•ด์•ผ ํ•œ๋‹ค๋Š” ๊ฒƒ์„ ์•Œ๊ฒŒ ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ๊ธฐ๋ณธ Python ์‚ฌ์ดํŠธ์—์„œ Windows์šฉ ๊ธฐ๋ณธ ๋‹ค์šด๋กœ๋“œ ๋งํฌ๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ 32๋น„ํŠธ๋ฅผ ์„ค์น˜ํ–ˆ์Šต๋‹ˆ๋‹ค.

์ผ๋‹จ Python์˜ 64๋น„ํŠธ ๋นŒ๋“œ๋ฅผ ์„ค์น˜ํ•˜๋ฉด ์„ค์น˜์— ์„ฑ๊ณตํ–ˆ์Šต๋‹ˆ๋‹ค. ๊ทธ๋Ÿฐ ๋‹ค์Œ ์ตœ์‹  Visual Studio C++ ์žฌ๋ฐฐํฌ ๊ฐ€๋Šฅ ํŒจํ‚ค์ง€๋ฅผ ๋‹ค์šด๋กœ๋“œํ•œ ํ›„ ์ด์ „์— ์ƒ์„ฑํ•œ ์ด๋ฏธ์ง€ ๋ถ„๋ฅ˜ ์„œ๋ฒ„๋ฅผ ์‹คํ–‰ํ•  ์ˆ˜ ์žˆ์—ˆ์Šต๋‹ˆ๋‹ค.

pip์—์„œ ๋‹ค์Œ ์˜ค๋ฅ˜ ๋ฉ”์‹œ์ง€๋ฅผ ๊ฐœ์„ ํ•  ์ˆ˜ ์žˆ๋Š” ๊ธฐํšŒ๊ฐ€ ์žˆ๋Š” ๊ฒƒ ๊ฐ™์œผ๋ฉฐ https://github.com/pypa/pip/issues/6526์— ํ•˜๋‚˜ ์ด์ƒ์˜ ๋ฌธ์ œ๊ฐ€ ์—ด๋ ค ์žˆ์Œ์„ ์•Œ ์ˆ˜

ERROR: Could not find a version that satisfies the requirement {package} (from versions: none)
ERROR: No matching distribution found for {package}

๊ทธ๋Ÿผ์—๋„ ๋ถˆ๊ตฌํ•˜๊ณ  TensorFlow ๋ฌธ์ œ๋Š” ์•„๋‹™๋‹ˆ๋‹ค.

์•ˆ๋…•,

์•„๋‚˜์ฝ˜๋‹ค๋ฅผ ๋‹ค์šด๋กœ๋“œํ•˜๊ณ  python 3.8.2๋กœ ๊ฐ€์ƒ ํ™˜๊ฒฝ์„ ๋งŒ๋“ค์—ˆ์Šต๋‹ˆ๋‹ค. 3.8.2 ํ™˜๊ฒฝ์— tensorflow 2.1.0์„ ์„ค์น˜ํ•  ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.
Tensorflow์— ๋Œ€ํ•œ 3.8.2 python์—์„œ ์—ฌ์ „ํžˆ ๋ฌธ์ œ์ž…๋‹ˆ๊นŒ? ์•„๋‹ˆ๋ฉด ๊ณ ์ • ?
ํŒŒ์ด์ฌ 3.8.2์— Tf 2.1.0์„ ์„ค์น˜ํ•˜๋Š” ๋ฐฉ๋ฒ•

TensorFlow 2.1์€ Python 3.8์—์„œ ์ถœ์‹œ ๋˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.
TensorFlow 2.2 ํŒŒ์ด์ฌ 3.8์— ๋ฐœํ‘œ ๋  ์˜ˆ์ •์ด๋‹ค

@amrithadevadiga
์ด๋ฏธ ๋งํ•œ ๊ฒƒ์„ ๋ฐ˜๋ณตํ•˜์ง€๋งŒ ์—ฌ์ „ํžˆ ์‚ฌ์šฉํ•  ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค. ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค!
์กฐ์–ธ์œผ๋กœ, ๊ฒŒ์‹œํ•˜๊ธฐ ์ „์— ํ•ญ์ƒ ์Šค๋ ˆ๋“œ๋ฅผ ํŒŒ์•…/์ฝ์œผ์‹ญ์‹œ์˜ค...

TF 2.2.0-rc2๊ฐ€ ์ถœ์‹œ๋˜์—ˆ์œผ๋ฉฐ Python 3.8 ํœ ์„ ์„ค์น˜ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. https://pypi.org/project/tensorflow/2.2.0rc2/#files

๋ฌธ์ œ ํ•ด๊ฒฐ์— ๋งŒ์กฑํ•˜์‹ญ๋‹ˆ๊นŒ?
๋„ค
์•„๋‹ˆ

@mihaimaruseac
Mac ์ถœ์‹œ์— ๋Œ€ํ•œ ํฌ๋ง์ด ์žˆ์Šต๋‹ˆ๊นŒ?

TF 2.2.0-rc2๊ฐ€ ์ถœ์‹œ๋˜์—ˆ์œผ๋ฉฐ Python 3.8 ํœ ์„ ์„ค์น˜ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. https://pypi.org/project/tensorflow/2.2.0rc2/#files

์ด ์ƒ์‚ฐ ์ค€๋น„๊ฐ€ ๋˜์—ˆ์Šต๋‹ˆ๊นŒ? ๊ทธ๋ ‡๊ฒŒ ๋งํ•  ์ˆ˜ ์—†์–ด! ๊ทธ๋ ‡๋‹ค๋ฉด ์™œ ๋ฌธ์ œ๋ฅผ ๋‹ซ์Šต๋‹ˆ๊นŒ? ๋๋‚ฌ์–ด? ๊ตฌ์ฒด์ ์ธ ์ตœ์ข… ๋‚ ์งœ๊ฐ€ ์žˆ์Šต๋‹ˆ๊นŒ? ์‹œ๊ฐ„ ๋‚ญ๋น„๋ฅผ ๋ฉˆ์ถฐ์ฃผ์„ธ์š”. py38์ด 1๋…„์ด ๋„˜์—ˆ์Šต๋‹ˆ๋‹ค. ๋‹ค๋ฅธ ์‚ฌ๋žŒ์„ ์œ„ํ•ด: ๋‹ฅ์น˜๊ณ  ๋ฌธ์ œ๊ฐ€ ๋๋‚  ๋•Œ๊นŒ์ง€ ๋ฌธ์ œ๋ฅผ ํƒˆ์„ ํ•˜์ง€ ๋งˆ์‹ญ์‹œ์˜ค.

์ฃ„์†กํ•ฉ๋‹ˆ๋‹ค. ์‹ค์ˆ˜๋กœ ๋‹ซ์•˜์Šต๋‹ˆ๋‹ค. ์žฌ๊ฐœ์žฅ.

์šฐ๋ฆฌ๋Š” ๋‘ ๊ฐ€์ง€ ์ด์œ ๋กœ RC๋ฅผ ๊ฒŒ์‹œํ•ฉ๋‹ˆ๋‹ค. ์‚ฌ๋žŒ๋“ค์ด ์กฐ๊ธฐ์— ํ…Œ์ŠคํŠธํ•˜๊ณ  ์ฃผ์š” ํšŒ๊ท€๋ฅผ ์‹๋ณ„ํ•  ์ˆ˜ ์žˆ๋„๋ก(๋ณด์•ˆ์ƒ์˜ ์ด์œ ๋กœ๋งŒ ํŒจ์น˜ ๋ฆด๋ฆฌ์Šค๋ฅผ ์ˆ˜ํ–‰ํ•˜๊ธฐ ๋•Œ๋ฌธ์—) ์—ฌ์ „ํžˆ ์ƒˆ๋กœ์šด ์ธํ”„๋ผ์—์„œ ์ปดํŒŒ์ผ๋œ ํ•์— ์•ก์„ธ์Šคํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. RC ๋ฒ„์ „์€ pip install ์ค‘์— ์ง€์ •ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

๋˜ํ•œ RC ๋ฒ„์ „์ด ์ถœ์‹œ๋˜๋ฉด RC์—์„œ ์‹๋ณ„๋œ ํšŒ๊ท€ ์ˆ˜์— ๋”ฐ๋ผ ์ตœ๋Œ€ ๋ช‡ ์ฃผ ์ „์— ์ตœ์ข… ๋ฒ„์ „์ด ๋‚˜์˜ฌ ๊ฒƒ์ž„์„ ํ™•์‹ ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์šฐ๋ฆฌ๋Š” RC2์— ์žˆ์œผ๋ฉฐ ์ด๋ฒˆ ์ฃผ์— ๋ฆด๋ฆฌ์Šค๊ฐ€ ์ตœ์ข… ๋ฆด๋ฆฌ์Šค๊ฐ€ ๋  ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค.

@j-pb: ๋ถˆํ–‰ํžˆ๋„ ์—…์ŠคํŠธ๋ฆผ ํŒ€์€ MacOS์—์„œ ๋นŒ๋“œ ์ง€์›์„ ์ œ๊ณตํ•˜๋Š” ๋ฐ ์‘๋‹ตํ•˜์ง€ ์•Š์•˜์Šต๋‹ˆ๋‹ค. ์šฐ๋ฆฌ๋Š” ์•„๋งˆ๋„ ์ง€๊ธˆ MacOS์—์„œ 3.8 ๋ฆด๋ฆฌ์Šค ์—†์ด ์ง„ํ–‰ํ•˜๊ณ  ์—…์ŠคํŠธ๋ฆผ ๋ฌธ์ œ๊ฐ€ ํ•ด๊ฒฐ๋˜๋ฉด ๋‚˜์ค‘์— python 3.8์šฉ ํ•์„ ์—…๋กœ๋“œํ•ด์•ผ ํ•  ๊ฒƒ์ž…๋‹ˆ๋‹ค.

@mihaimaruseac ์—์ž‡ ! ๋จธ๋ฆฌํ•ด ์ฃผ์…”์„œ ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค :)

pip ์„ค์น˜ tensorflow==2.2.0rc2
์˜ค๋ฅ˜: tensorflow==2.2.0rc2 ์š”๊ตฌ ์‚ฌํ•ญ์„ ์ถฉ์กฑํ•˜๋Š” ๋ฒ„์ „์„ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค(๋ฒ„์ „: ์—†์Œ).
์˜ค๋ฅ˜: tensorflow==2.2.0rc2์— ๋Œ€ํ•ด ์ผ์น˜ํ•˜๋Š” ๋ถ„ํฌ๋ฅผ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.

@acegilz OS์™€ ์ด ์˜ค๋ฅ˜์— ๋„๋‹ฌํ•˜๊ธฐ ์œ„ํ•ด ์ทจํ•œ ์ •ํ™•ํ•œ ๋‹จ๊ณ„์— ๋Œ€ํ•ด ์„ค๋ช…ํ•˜๋Š” ๊ฒƒ์ด ์œ ์šฉํ•ฉ๋‹ˆ๋‹ค.
pip install tensorflow==2.2.0rc2 ๋Š” 64๋น„ํŠธ Python 3.8์„ ์‚ฌ์šฉํ•˜์—ฌ Ubuntu์™€ Windows 10 ๋ชจ๋‘์—์„œ ์ œ๋Œ€๋กœ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค. python -VV ์ถœ๋ ฅ์€ ๋ฌธ์ œ๋ฅผ ์ •ํ™•ํžˆ ์ฐพ์•„๋‚ด๋Š” ๋ฐ ๋„์›€์ด ๋  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

@acegilz 3.8.2๊ฐ€ ์•„๋‹Œ python 3.8์„ ์‚ฌ์šฉ ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๊นŒ?
pip install tensorflow==2.2.0rc2 3.8์—์„œ๋Š” ์ž‘๋™ํ•˜์ง€๋งŒ 3.8.2์—์„œ๋Š” ์ž‘๋™ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ์ž‘๋™ํ•˜๋ ค๋ฉด ์ผ๋ฐ˜ 3.8.0 ์„ค์น˜๋กœ ๊ฐ€์ƒ ํ™˜๊ฒฝ์„ ์ถ”๊ฐ€ํ•ด์•ผ ํ–ˆ์Šต๋‹ˆ๋‹ค.

๊ทธ๊ฒƒ์€ ๋งค์šฐ ๋†€๋ผ์šด ์ผ์ž…๋‹ˆ๋‹ค. 3.8์šฉ ํŒจํ‚ค์ง€๋Š” ๋ชจ๋“  ํŒจ์น˜์—์„œ ์ž‘๋™ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.
๋ฆด๋ฆฌ์Šค.

@constantinexisc 3.8๊ณผ 3.8.2 ๋ชจ๋‘์—์„œ ์ž‘๋™ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. @acegilz ๊ฐ€ ์–ด๋–ค OS๋ฅผ ์‚ฌ์šฉํ•˜๊ณ 

Linux ๋ฐ Windows๋Š” ์ž˜ ์ž‘๋™ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. https://pypi.org/project/tensorflow/2.2.0rc2/#files

์ด์ƒํ•˜๋„ค์š”. ์ €๋Š” Windows 10 ๋‚ด๋ถ€์ž์ด๋ฏ€๋กœ ์ •ํ™•ํžˆ 3.8.2 ์„ค์น˜๊ฐ€ 2.2.0rc2์—์„œ ์ž‘๋™ํ•˜์ง€ ์•Š๊ณ  ์ง€๊ธˆ 3.8์—์„œ ์ œ๋Œ€๋กœ ์ž‘๋™ํ•˜์ง€ ์•Š๋Š” ์ด์œ ๋ฅผ ์•Œ์•„๋‚ด์ง€ ์•Š๊ฒ ์Šต๋‹ˆ๋‹ค.

@constantinexisc ๋ฒ”์ธ์€ 64 ๋Œ€ 32 ๋น„ํŠธ ํŒŒ์ด์ฌ ๋ฒ„์ „์ผ ๊ฐ€๋Šฅ์„ฑ์ด ํฝ๋‹ˆ๋‹ค. ํ•ด๋‹น python.exe -VV ๋ฅผ ์‹คํ–‰ํ•˜๊ณ  ๊ฒฐ๊ณผ๋ฅผ ๋น„๊ตํ•˜์—ฌ ๋‘ ํŒŒ์ด์ฌ ๋ฐ”์ด๋„ˆ๋ฆฌ๋ฅผ ๋ชจ๋‘ ํ™•์ธํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ? TF 2.2.0rc2 Windows ํœ ์€ 64๋น„ํŠธ Python์—์„œ๋งŒ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

๋‚œ ๋‹น์‹ ์ด ์˜ณ์•˜ ๋นŒ์–ด๋จน์„๊ฑฐ์•ผ! 3.8.2๋Š” 32๋น„ํŠธ ๋ฒ„์ „์ž…๋‹ˆ๋‹ค. 32๋น„ํŠธ ํŒŒ์ด์ฌ์„ ์–ด๋–ป๊ฒŒ ์„ค์น˜ํ–ˆ๋Š”์ง€.. ๋‚ด ์‹œ๋ ฅ์— ์•ฝ๊ฐ„์˜ ์ž‘์—…์ด ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค. ์ •๋ฆฌํ•ด์ฃผ์…”์„œ ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค ๐Ÿ˜‚

์ด์ „ macos๊ฐ€ ์„ค์น˜๋œ ์‚ฌ๋žŒ์ด mac ์ด๋ฏธ์ง€๋ฅผ ํ™•์ธํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ?
์šฐ๋ฆฌ๋Š” macos catalina๋ฅผ ๊ธฐ๋ฐ˜์œผ๋กœ ๊ตฌ์ถ•ํ•ด์•ผ ํ–ˆ๊ธฐ ๋•Œ๋ฌธ์— ์ตœ์ข… ๋ฒ„์ „์„ ์ถœ์‹œํ•˜๊ธฐ ์ „์— ์ด์ „ ๋ฒ„์ „์—์„œ๋„ ๊ดœ์ฐฎ์€์ง€ ํ™•์ธํ•˜๊ณ  ์‹ถ์Šต๋‹ˆ๋‹ค.

Ubuntu 20.04๋Š” Python 3.8.x(3.8.2 ๊ฐ€๋Šฅ)์™€ ํ•จ๊ป˜ ์ œ๊ณต๋˜๋ฏ€๋กœ ์•„์ง tensorflow๋ฅผ ์„ค์น˜ํ•  ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.

@ fcole90 ๊ทธ๊ฒƒ์€ ์™„์ „ํžˆ ์‚ฌ์‹ค์ด ์•„๋‹™๋‹ˆ๋‹ค. ์ฒซ์งธ, ํ•ญ์ƒ ๋‹ค๋ฅธ ํŒŒ์ด์ฌ๊ณผ ํ•จ๊ป˜ virtualenv๋ฅผ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ํ•˜์ง€๋งŒ ์ด๋ฒˆ ์ฃผ ๋ง์ด๋‚˜ ๋‹ค์Œ ์ฃผ ์ดˆ์—๋„ Python 3.8์—์„œ ์ž‘๋™ํ•˜๋Š” tf 2.2 final์„ ์ถœ์‹œํ•  ์˜ˆ์ •์ž…๋‹ˆ๋‹ค.

์˜ˆ, ๋ฌผ๋ก  ๋ฐฐ์†ก๋œ ํŒŒ์ด์ฌ์„ ์˜๋ฏธํ–ˆ์Šต๋‹ˆ๋‹ค. virtualenv์—๋„ 3.7์„ ์„ค์น˜ํ–ˆ์Šต๋‹ˆ๋‹ค. BTW, ๊ณง ํ•ด๋‹น ๋ฒ„์ „์„ ์ถœ์‹œํ•œ๋‹ค๋Š” ์†Œ์‹์„ ๋“ฃ๊ฒŒ ๋˜์–ด ๊ธฐ์ฉ๋‹ˆ๋‹ค ๐Ÿ˜ƒ

MacOS 10.14.6 ๋ฐ Python 3.8.2์—์„œ "ํ…์„œํ”Œ๋กœ ๊ฐ€์ ธ์˜ค๊ธฐ"๊ฐ€ ๊ฐ€๋Šฅํ•จ์„ ํ™•์ธํ–ˆ์Šต๋‹ˆ๋‹ค.

(venv) โžœ  src sw_vers
ProductName:    Mac OS X
ProductVersion: 10.14.6
BuildVersion:   18G4032
(venv) โžœ  src pip list | grep tensorflow
tensorflow             2.2.0rc3   
tensorflow-estimator   2.2.0rc0   
WARNING: You are using pip version 19.2.3, however version 20.0.2 is available.
You should consider upgrading via the 'pip install --upgrade pip' command.
(venv) โžœ  src python
Python 3.8.2 (default, Mar 11 2020, 00:28:52) 
[Clang 11.0.0 (clang-1100.0.33.17)] on darwin
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow
>>> 

@jontignis ํ™•์ธ

rc4 ์—์„œ pip ํŒจํ‚ค์ง€๋Š” ์—ฌ์ „ํžˆ 2.7์— ๋Œ€ํ•œ ์ง€์›์„ ์„ ์–ธํ•˜์ง€๋งŒ(๋ฌธ์„œ์—์„œ ๋งํ•˜๋Š” ๊ฒƒ๊ณผ ๋ฐ˜๋Œ€) 3.8์€ ์ง€์›ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.

 # PyPI package information.
    classifiers=[
        ...
        'Programming Language :: Python :: 2',
        'Programming Language :: Python :: 2.7',
        'Programming Language :: Python :: 3',
        'Programming Language :: Python :: 3.4',
        'Programming Language :: Python :: 3.5',
        'Programming Language :: Python :: 3.6',
        'Programming Language :: Python :: 3.7',
        'Topic :: Scientific/Engineering',
        ...
    ],

์ตœ์ข… ๋ฆด๋ฆฌ์Šค๊ฐ€ 3.8์„ ์ง€์›ํ•  ๊ฒƒ์ด๋ผ๋Š” ํฌ๋ง์ด ์žˆ์Šต๋‹ˆ๊นŒ?

@mjmikulski 2.x ๋“œ๋กญ ๋ฐ 3.8 ์†Œ๊ฐœ๋Š” 3์›” ์ดˆ์— ํ‘ธ์‹œ๋˜์—ˆ์œผ๋ฉฐ(https://github.com/tensorflow/tensorflow/pull/37384) 2.2 ๋ฆด๋ฆฌ์Šค์˜ ์ผ๋ถ€์—ฌ์•ผ ํ•ฉ๋‹ˆ๋‹ค. ์ด ๋ถ„๋ฅ˜๊ธฐ๋Š” ๋‹จ์ง€ ๋ฉ”ํƒ€์ •๋ณด๋ฅผ ์œ„ํ•œ ๊ฒƒ์ด๋ฉฐ, CPU ๋˜๋Š” CUDA 10.1๊ณผ ํ•จ๊ป˜ ์ง€์›๋˜๋Š” ๋ชจ๋“  ํ”Œ๋žซํผ(https://pypi.org/project/tensorflow/2.2.0rc4/#files)์—์„œ ์ด๋ฏธ rc4 Python 3.8 ํœ ์„ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. CUDA 10.2๋Š” ์ˆ˜๋™ ๋นŒ๋“œ๊ฐ€ ํ•„์š”ํ•˜๋ฉฐ ์ตœ์†Œํ•œ Linux ๋ฐ Windows์—์„œ ์ž‘๋™ํ•˜๋Š” ๊ฒƒ์œผ๋กœ ์•Œ๋ ค์ ธ ์žˆ์Šต๋‹ˆ๋‹ค.

@mihaimaruseac https://github.com/tensorflow/tensorflow/pull/37384 ๊ฐ€ r2.2 ๋ถ„๊ธฐ์— ๋ณ‘ํ•ฉ๋˜์ง€ ์•Š๋Š” ์ด์œ ๊ฐ€ ๋ฌด์—‡์ž…๋‹ˆ๊นŒ?

@ahtik : ์ฒด๋ฆฌํ”ฝ์— ๋Œ€ํ•œ ํ™๋ณด๋Š” ์—†์—ˆ๋‹ค. ๊ทธ ์œ„์—

39188 ์ˆ˜์ •ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค

์‘!! ์ด๊ฒƒ์€ 11์‹œ๊ฐ„ ์ „์— ๋ฆด๋ฆฌ์Šค๋œ TensorFlow 2.2.0 ์—์„œ ์ˆ˜์ •๋˜์—ˆ์Šต๋‹ˆ๋‹ค.

์ด์ œ ๋งˆ์นจ๋‚ด ์ด๊ฒƒ์„ ๋‹ซ์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ตœ์ข… ๋ฆด๋ฆฌ์Šค๊นŒ์ง€ ์˜ค๋žœ ์‹œ๊ฐ„ ๋™์•ˆ ์‚ฌ๊ณผ๋“œ๋ฆฝ๋‹ˆ๋‹ค.

๋ฌธ์ œ ํ•ด๊ฒฐ์— ๋งŒ์กฑํ•˜์‹ญ๋‹ˆ๊นŒ?
๋„ค
์•„๋‹ˆ

์‹ ์˜ ์ถ•๋ณต์ด ์žˆ๊ธฐ๋ฅผ. ๋‹ค์Œ ๋ฆด๋ฆฌ์Šค๋ฅผ ๋” ๋นจ๋ฆฌ ๋งŒ๋“œ์‹ญ์‹œ์˜ค.

๋ฌธ์ œ๊ฐ€ ๋ฐœ๊ฒฌ๋˜๋ฉด ๊ณต๊ฐœํ•˜์ง€ ์•Š๋Š” ๊ฒƒ์ด ์ข‹์Šต๋‹ˆ๋‹ค. ๋” ์˜ค๋ž˜ ๊ธฐ๋‹ค๋ ค์•ผ ํ•˜๋Š” ๊ฒฝ์šฐ๋„ ์žˆ์Šต๋‹ˆ๋‹ค.

Windows 10(64bit -2004) python 3.8.2 ๋ฅผ ์‹คํ–‰ํ•˜์—ฌ ์—ฌ์ „ํžˆ tensorflow ๋ฅผ ์„ค์น˜ํ•  ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.

pip install tensorflow

๋‹ค์Œ ์˜ค๋ฅ˜๋ฅผ ๋ฐ˜ํ™˜ํ•ฉ๋‹ˆ๋‹ค.
ERROR: Could not find a version that satisfies the requirement tensorflow (from versions: none) ERROR: No matching distribution found for tensorflow


๋‚˜๋Š” ๋˜ํ•œ์ด ๋ช…๋ น์„ ์‚ฌ์šฉํ•ด ๋ณด์•˜์Šต๋‹ˆ๋‹ค.

python -m pip install --upgrade https://storage.googleapis.com/tensorflow/windows/gpu/tensorflow_gpu-2.2.0-cp38-cp38-win_amd64.whl

๋˜ํ•œ ์ž‘๋™ํ•˜์ง€ ์•Š๊ณ  ๋‹ค์Œ ์˜ค๋ฅ˜๋ฅผ ๋ฐ˜ํ™˜ํ–ˆ์Šต๋‹ˆ๋‹ค.
ERROR: tensorflow_gpu-2.2.0-cp38-cp38-win_amd64.whl is not a supported wheel on this platform.


๋‚ด๊ฐ€ ์ง€๊ธˆ ๋ฌด์—‡์„ ํ–ˆ์Šต๋‹ˆ๊นŒ?

@Protoy2938 python -VV ๋Š” python v3.8.2 AMD64/64๋น„ํŠธ๋ฅผ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ๋Š”์ง€ ํ™•์ธํ•ฉ๋‹ˆ๊นŒ? ๊ทธ๊ฒƒ์€ 32 ๋Œ€ 64 ๋น„ํŠธ ํŒŒ์ด์ฌ ๋ฐ”์ด๋„ˆ๋ฆฌ ๋ฌธ์ œ์ฒ˜๋Ÿผ ๋“ค๋ฆฝ๋‹ˆ๋‹ค.

pip --version # Python 3.8 ๋˜๋Š” ๋ ˆ๊ฑฐ์‹œ Python์— ์—ฐ๊ฒฐ๋˜์—ˆ์Šต๋‹ˆ๊นŒ?
pip3 --version # Python 3.8์— ์—ฐ๊ฒฐ๋˜์—ˆ์Šต๋‹ˆ๊นŒ?

python3.8 -m pip install tensorflow

py --version # Python 3.8์ด๋ฉด
py -m pip install tensorflow

@cclauss ์ข…์ข… python --version ์ด ๋•Œ๋ฌธ์—์˜ ๋ฐฉ๋ฒ• python.org ๋‹ค์šด๋กœ๋“œ ์‚ฌ์ดํŠธ์˜ ๋ฌธ์ œ๊ฐ€ ๋ชจ๋“  ์‹œ๊ฐ„์„ ์ผ์œผํ‚ค๋Š” ์›์ธ์ด๋˜๋Š” 32 64 ๋Œ€ ๋น„ํŠธ ๋นŒ๋“œ ์ •๋ณด, ํ‘œ์‹œ๋˜์ง€ ์•Š๊ธฐ ๋•Œ๋ฌธ์— ์œ ์šฉํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค https://www.python.org์„ /downloads/ ๋Š” 32๋น„ํŠธ๋ผ๋Š” ๊ฒฝ๊ณ ๋„ ์—†์ด 32๋น„ํŠธ Windows ์„ค์น˜ ํ”„๋กœ๊ทธ๋žจ์œผ๋กœ ๊ธฐ๋ณธ ์„ค์ •๋ฉ๋‹ˆ๋‹ค. python -VV ๋Š” ๋ฒ„์ „๊ณผ 32๋น„ํŠธ ๋Œ€ 64๋น„ํŠธ ์ •๋ณด๋ฅผ ๋ชจ๋‘ ๋ณด์—ฌ์ค๋‹ˆ๋‹ค.

@ahtik , python -W ๋ฐ˜ํ™˜

Python 3.8.2 (tags/v3.8.2:7b3ab59, Feb 25 2020, 22:45:29) [MSC v.1916 32 bit (Intel)]

๊ทธ๋ฆฌ๊ณ  ๋‚ด ์žฅ์น˜์˜ ํ”„๋กœ์„ธ์„œ:
intel(r) core(tm) i5-6200u cpu @ 2.30ghz 2.40ghz

@Protoy2938 ๊ฐ‘๋‹ˆ๋‹ค :) 32๋น„ํŠธ ํŒŒ์ด์ฌ์„ 64๋น„ํŠธ ๋ฒ„์ „์œผ๋กœ ๊ต์ฒดํ•˜๋ฉด ๋ฉ๋‹ˆ๋‹ค. Tensorflow๋Š” 32๋น„ํŠธ ์•„ํ‚คํ…์ฒ˜๋ฅผ ์ง€์›ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. i5-6200u ๊ดœ์ฐฎ์Šต๋‹ˆ๋‹ค.

์„ค์น˜ํ•  ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค. python3.8 -m pip install tensorflow ์‹คํ–‰ํ•˜๋ฉด ์ด ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค. >> ERROR: Could not find a version that satisfies the requirement tensorflow (from versions: none) ERROR: No matching distribution found for tensorflow

@AsmaTidafi python -W ? ํ•ด๊ฒฐ์ฑ…์ด ์žˆ๋Š” ๊ฒฝ์šฐ ์œ„์˜ ๋ฉ”์‹œ์ง€๋ฅผ ์ฝ์œผ์‹ญ์‹œ์˜ค.

@mihaimaruseac

Python 3.8.0 (default, Nov 12 2019, 19:43:25)
[GCC 5.4.0]

์šด์˜ ์ฒด์ œ? CPU ๋ฒ„์ „ ๋ฐ ์•„ํ‚คํ…์ฒ˜? pip --version ? pip3 --version ? ์—ฌ๊ธฐ์— ์ œ์‹œ๋œ ์†”๋ฃจ์…˜์ด ์ ์šฉ๋˜์ง€ ์•Š๋Š”์ง€ ํ™•์ธํ•œ ํ›„ ์ƒˆ ๋ฌธ์ œ๋ฅผ ์—ด๊ณ  ๋ฌธ์ œ ํ…œํ”Œ๋ฆฟ์„ ์ž‘์„ฑํ•˜๋Š” ๊ฒƒ์ด ์ข‹์Šต๋‹ˆ๋‹ค.

  1. CPU๊ฐ€ 64๋น„ํŠธ ๋ฐ”์ด๋„ˆ๋ฆฌ ๋ฐ AVX๋ฅผ ์ง€์›ํ•˜๋Š”์ง€ ํ™•์ธํ•˜์‹ญ์‹œ์˜ค.
  2. Python์ด 64๋น„ํŠธ์ธ์ง€ ํ™•์ธํ•˜์‹ญ์‹œ์˜ค.
  3. pip ์ด ์ตœ์‹  ๋ฒ„์ „์œผ๋กœ ์—…๋ฐ์ดํŠธ๋˜์—ˆ๋Š”์ง€ ํ™•์ธ

@AsmaTidafi python -VV ๋˜๋Š” ๊ท€ํ•˜์˜ ๊ฒฝ์šฐ python3.8 -VV ๋„ ์‹œ๋„ํ•˜์‹ญ์‹œ์˜ค. @mihaimaruseac ๋ฐ ๋‹ค๋ฅธ ์‚ฌ๋žŒ๋“ค์˜ ๋„์›€์„

1. ์œ„์˜ ๋ชจ๋“  ๋ฐฉ๋ฒ•์ด ์ž‘๋™ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. tensorflow --version์„ ์ž…๋ ฅํ•˜๋ฉด 'tensorflow' ๋ชจ๋“ˆ์ด ํ‘œ์‹œ๋˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.
NameError Traceback(๊ฐ€์žฅ ์ตœ๊ทผ ํ˜ธ์ถœ ๋งˆ์ง€๋ง‰)
~์—
----> 1๊ฐœ์˜ ํ…์„œํ”Œ๋กœ --v

NameError: 'tensorflow' ์ด๋ฆ„์ด ์ •์˜๋˜์ง€ ์•Š์•˜์Šต๋‹ˆ๋‹ค.
pip ์„ค์น˜ tensorflow์—์„œ ์š”๊ตฌ ์‚ฌํ•ญ์ด ์ถฉ์กฑ๋˜์—ˆ์Œ์„ ๋ณด์—ฌ ์ฃผ์ง€๋งŒ

  • python3 --version
  • python3 -VV # W๊ฐ€ ์•„๋‹Œ Vee-Vee
  • python3 -c "import tensorflow ; print(tensorflow.__version__)"

์•ˆ๋…•ํ•˜์„ธ์š” ๊ท€ํ•˜์˜ ํšŒ์‹ ์— ๊ฐ์‚ฌ๋“œ๋ฆฝ๋‹ˆ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ ์‹ค์ œ๋กœ ์‹คํ–‰ํ•˜๋ฉด python-3์ด ํ‘œ์‹œ๋ฉ๋‹ˆ๋‹ค.
์ •์˜๋˜์ง€ ์•Š์•˜์Šต๋‹ˆ๋‹ค.
๋‚ด๊ฐ€ ๋ชจ๋“  ๊ฒƒ์„ ์‹œ๋„ํ•œ tensorflow๋ฅผ ๋‹ค์šด๋กœ๋“œํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ์‚ดํŽด๋ณด์‹ญ์‹œ์˜ค.

2020๋…„ 7์›” 8์ผ ์ˆ˜์š”์ผ ์˜คํ›„ 12:45 Christian Clauss [email protected]
์ผ๋‹ค:

>

  • python3 --๋ฒ„์ „
  • ํŒŒ์ด์ฌ3 -W
  • python3 -c "ํ…์„œํ”Œ๋กœ ๊ฐ€์ ธ์˜ค๊ธฐ ; ์ธ์‡„(ํ…์„œํ”Œ๋กœ. ๋ฒ„์ „ )"

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/33374#issuecomment-655335060 ,
๋˜๋Š” ๊ตฌ๋… ์ทจ์†Œ
https://github.com/notifications/unsubscribe-auth/AJ7CHEONS2LDLZMZTOUYFGTR2QMJJANCNFSM4JA4OP4Q
.

Linux, macOS ๋˜๋Š” Windows๋ฅผ ์‚ฌ์šฉ ์ค‘์ด์‹ ๊ฐ€์š”?

Windows์˜ ๊ฒฝ์šฐ ์œ„์˜ ์˜ˆ์—์„œ python3 ๋Œ€์‹  py ์‚ฌ์šฉํ•ฉ๋‹ˆ๋‹ค.

Linux ๋˜๋Š” macOS์˜ ๊ฒฝ์šฐ which -a python3 ; which -a python ์‹œ๋„ํ•ฉ๋‹ˆ๋‹ค.

๊ฐ™์€ ์˜ค๋ฅ˜๊ฐ€ ์•„๋‹™๋‹ˆ๋‹ค.
python3 -c "ํ…์„œํ”Œ๋กœ ๊ฐ€์ ธ์˜ค๊ธฐ ; ์ธ์‡„(ํ…์„œํ”Œ๋กœ. ๋ฒ„์ „ )"
์˜ค๋ฅ˜:

ํŒŒ์ผ "", 1ํ–‰ py -c ๊ฐ€์ ธ์˜ค๊ธฐ
tensorflow ^SyntaxError: ์ž˜๋ชป๋œ ๊ตฌ๋ฌธ

2020๋…„ 7์›” 8์ผ ์ˆ˜์š”์ผ ์˜คํ›„ 12:54 Christian Clauss [email protected]
์ผ๋‹ค:

Linux, macOS ๋˜๋Š” Windows๋ฅผ ์‚ฌ์šฉ ์ค‘์ด์‹ ๊ฐ€์š”?

Windows์˜ ๊ฒฝ์šฐ ์œ„์˜ ์˜ˆ์—์„œ python3 ๋Œ€์‹  py๋ฅผ ์‚ฌ์šฉํ•ฉ๋‹ˆ๋‹ค.

Linux ๋˜๋Š” macOS์˜ ๊ฒฝ์šฐ ๋‹ค์Œ์„ ์‹œ๋„ํ•˜์‹ญ์‹œ์˜ค. which -a python3 ; ์–ด๋Š - ํŒŒ์ด์ฌ

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/33374#issuecomment-655338881 ,
๋˜๋Š” ๊ตฌ๋… ์ทจ์†Œ
https://github.com/notifications/unsubscribe-auth/AJ7CHEM6JCIQYKW7WSWZJJLR2QNJVANCNFSM4JA4OP4Q
.

์œ„์˜ ๋ฌธ์žฅ์—์„œ ์ธ์šฉ๋ฌธ์„ ์žŠ์–ด๋ฒ„๋ ธ์„ ๊ฒƒ์ž…๋‹ˆ๋‹ค.
py -VV ์˜ ๊ฒฐ๊ณผ๋Š” ๋ฌด์—‡์ด์—ˆ์Šต๋‹ˆ๊นŒ?

@Aanyajain
python3 -c 'import tensorflow as tf; print(tf.__version__)' ์‹œ๋„

tensorflow๋ฅผ ์‹œ๋„ํ•˜๊ณ  ๋จผ์ € ์„ค์น˜ํ•˜์…จ์Šต๋‹ˆ๊นŒ? CLI์˜ ์ „์ฒด ๊ตฌ๋ฌธ: python3 -m pip install tensorflow

@cclauss * ๋Œ€ _ ๋ฌธ์ž์™€ ๊ด€๋ จ๋œ ๋ฌธ์ œ๊ฐ€ ๋งˆํฌ๋‹ค์šด ํ˜•์‹๊ณผ ๊ด€๋ จ์ด ์žˆ์„ ์ˆ˜ ์žˆ๋‹ค๊ณ  ์ƒ๊ฐํ•ฉ๋‹ˆ๋‹ค. ๋ฐฉ๊ธˆ ์ฝ”๋“œ ํ˜•์‹์„ ์‚ฌ์šฉํ•˜์—ฌ ๋ช…๋ น์„ ์—…๋ฐ์ดํŠธํ•˜์—ฌ ์˜ฌ๋ฐ”๋ฅด๊ฒŒ ๋ณต์‚ฌํ•˜์—ฌ ๋ถ™์—ฌ๋„ฃ์„ ์ˆ˜ ์žˆ๋„๋ก ํ–ˆ์Šต๋‹ˆ๋‹ค.

์˜ˆ, ์‹œ๋„ํ–ˆ๋Š”๋ฐ ์˜ค๋ฅ˜๊ฐ€ ํ‘œ์‹œ๋ฉ๋‹ˆ๋‹ค.

ํŒŒ์ผ "", 1ํ–‰ python3 -m pip
tensorflow ^SyntaxError ์„ค์น˜: ์ž˜๋ชป๋œ ๊ตฌ๋ฌธ

2020๋…„ 7์›” 8์ผ ์ˆ˜์š”์ผ ์˜คํ›„ 3:07 Conrad Sollitt [email protected]
์ผ๋‹ค:

@Aanyajain https://github.com/Aanyajain
python3 -c 'tf๋กœ ํ…์„œํ”Œ๋กœ ๊ฐ€์ ธ์˜ค๊ธฐ๋ฅผ ์‹œ๋„ํ•˜์‹ญ์‹œ์˜ค. ์ธ์‡„(tf.__๋ฒ„์ „__)'

tensorflow๋ฅผ ์‹œ๋„ํ•˜๊ณ  ๋จผ์ € ์„ค์น˜ํ•˜์…จ์Šต๋‹ˆ๊นŒ? CLI์˜ ์ „์ฒด ๊ตฌ๋ฌธ: python3
-m pip ํ…์„œํ”Œ๋กœ ์„ค์น˜

@cclauss https://github.com/cclauss ๋ฌธ์ œ๊ฐ€ ์žˆ๋Š” ๊ฒƒ ๊ฐ™์•„์š”
* ๋Œ€ _ ๋ฌธ์ž๋Š” ๋งˆํฌ๋‹ค์šด ํ˜•์‹๊ณผ ๊ด€๋ จ์ด ์žˆ์Šต๋‹ˆ๋‹ค. ๋‚˜๋Š” ๋ฐฉ๊ธˆ ์‚ฌ์šฉํ–ˆ๋‹ค
๋ช…๋ น์„ ์—…๋ฐ์ดํŠธํ•˜์—ฌ ์˜ฌ๋ฐ”๋ฅด๊ฒŒ ๋ณต์‚ฌํ•˜๊ณ 
๋ถ™์—ฌ ๋„ฃ๊ธฐ.

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/33374#issuecomment-655408995 ,
๋˜๋Š” ๊ตฌ๋… ์ทจ์†Œ
https://github.com/notifications/unsubscribe-auth/AJ7CHEKYHFZDMBVERRVUVMLR2Q46LANCNFSM4JA4OP4Q
.

@Aanyajain
Python ์„ค์ •์— ๋ฌธ์ œ๊ฐ€ ์žˆ๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. python ๋˜๋Š” python3 ๋ช…๋ น์ด ๋กœ์ปฌ ์ปดํ“จํ„ฐ์—์„œ ipython ๋ฒ„์ „์„ ์‹คํ–‰ํ•˜๋Š” ๊ฒƒ์ฒ˜๋Ÿผ ๋ณด์ž…๋‹ˆ๋‹ค. ๋‹ค์Œ์„ ์‹œ๋„ํ•˜๊ณ  ๋‹ค์‹œ ๋ณด๊ณ ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ?:

1) ํŒŒ์ผ ์ƒ์„ฑ: tf_ver.py
~ํ…์„œํ”Œ๋กœ๋ฅผ tf๋กœ ๊ฐ€์ ธ์˜ค๊ธฐ์ธ์‡„(tf.__๋ฒ„์ „__)~

2) ๊ทธ๋Ÿฐ ๋‹ค์Œ ๋‹ค์Œ์„ ์‹คํ–‰ํ•ฉ๋‹ˆ๋‹ค.
python tf_ver.py' or ํŒŒ์ด์ฌ

์•ˆ๋…•ํ•˜์„ธ์š” ์„ ์ƒ๋‹˜ ์ €๋Š” jupyter ๋…ธํŠธ๋ถ์—์„œ cmd๋ฅผ ์‹คํ–‰ํ•  ์ˆ˜ ์—†๋Š” ์ƒˆ๋กœ์šด ๋ฌธ์ œ๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค.
์ƒ๋‹จ์˜ ๊ธฐํ˜ธ์ฒ˜๋Ÿผ ์—ฐ๊ฒฐ๋˜์ง€ ์•Š๊ณ  ์‹คํ–‰ํ•˜๋ฉด ๋Š์–ด์ง‘๋‹ˆ๋‹ค.
์‚ฌ๋ น๋ถ€.๋„์™€ ์ฃผ์‹œ๊ฒ ์Šต๋‹ˆ๊นŒ.์ž‘๋™ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ์–ด๋–ป๊ฒŒ ํ•ด์•ผํ• ์ง€ ๋ชจ๋ฅด๊ฒ ์Šต๋‹ˆ๋‹ค.
์•„์ง ์ธํ„ฐ๋„ท์—์„œ ์•„๋ฌด ๊ณณ์ด๋‚˜ ๊ฒ€์ƒ‰ํ–ˆ์Šต๋‹ˆ๋‹ค. ์—ฐ๊ฒฐ๋˜๋ฉด ์•„ํ”ˆ
์•„๋งˆ๋„ ๋ฐฉ๊ธˆ ๋ณด๋‚ธ ๊ฒƒ์„ ์‹คํ–‰ํ•˜๋ ค๊ณ  ํ•  ๊ฒƒ์ž…๋‹ˆ๋‹ค.
์ œ๊ฐ€ ์ ˆ์‹คํžˆ ํ•„์š”๋กœ ํ•˜๋Š” ๊ฒƒ์„ ๋„์™€์ฃผ์„ธ์š”.

2020๋…„ 7์›” 8์ผ ์ˆ˜์š”์ผ ์˜คํ›„ 3:41 Conrad Sollitt [email protected]
์ผ๋‹ค:

@Aanyajain https://github.com/Aanyajain
Python ์„ค์ •์— ๋ฌธ์ œ๊ฐ€ ์žˆ๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. ์ฒ˜๋Ÿผ ๋ณด์ธ๋‹ค
python ๋˜๋Š” python3 ๋ช…๋ น์€ ๋กœ์ปฌ์—์„œ ipython ๋ฒ„์ „์„ ์‹คํ–‰ํ•ฉ๋‹ˆ๋‹ค.
๊ธฐ๊ณ„. ๋‹ค์Œ์„ ์‹œ๋„ํ•˜๊ณ  ๋‹ค์‹œ ๋ณด๊ณ ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ?:

  1. ํŒŒ์ผ ์ƒ์„ฑ: tf_ver.py

ํ…์„œํ”Œ๋กœ๋ฅผ tf๋กœ ๊ฐ€์ ธ์˜ค๊ธฐ
์ธ์‡„(tf.__๋ฒ„์ „__)

  1. ๊ทธ๋Ÿฐ ๋‹ค์Œ ๋‹ค์Œ์„ ์‹คํ–‰ํ•ฉ๋‹ˆ๋‹ค.
    python tf_ver.py' ๋˜๋Š” python3 tf_ver.py'

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/33374#issuecomment-655425907 ,
๋˜๋Š” ๊ตฌ๋… ์ทจ์†Œ
https://github.com/notifications/unsubscribe-auth/AJ7CHEI7PJ6S3QOV2LW7JCLR2RA4FANCNFSM4JA4OP4Q
.

@Aanyajain ์ƒˆ ๋ฌธ์ œ๋ฅผ ์—ด์–ด์ฃผ์„ธ์š”. ์ด ๊ฒฝ์šฐ ์‹œ์Šคํ…œ์ด TensorFlow์˜ ๋ฌธ์ œ๊ฐ€ ์•„๋‹ˆ๋ผ ์ž˜๋ชป๋œ ์ƒํƒœ์ธ ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. ์šด์˜ ์ฒด์ œ ์„ค์ •๊ณผ ๊ด€๋ จ๋œ ์งˆ๋ฌธ์—๋Š” StackOverflow๋ฅผ ๊ถŒ์žฅํ•ฉ๋‹ˆ๋‹ค.

ํŽธ์ง‘: ์ด ๋Œ€ํ™”๋ฅผ ์›๋ž˜ ๋ฌธ์ œ๋กœ ์ž ๊ทธ๋Š” ๋ฌธ์ œ๊ฐ€ ํ•ด๊ฒฐ๋˜์—ˆ์œผ๋ฉฐ ๋งŽ์€ ์‚ฌ๋žŒ๋“ค์ด ๊ตฌ๋…ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ๋ชจ๋“  ์ถ”๊ฐ€ ๋ฌธ์ œ์— ๋Œ€ํ•ด ๋ชจ๋“  ์‚ฌ์šฉ์ž๊ฐ€ ์•Œ๋ฆผ์„ ๋ฐ›๋Š” ๊ฒƒ์„ ์›ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ๋””๋ฒ„๊น…์„ ํ›จ์”ฌ ์‰ฝ๊ฒŒ ํ•  ์ˆ˜ ์žˆ๋„๋ก ๋ฌธ์ œ ํ…œํ”Œ๋ฆฟ์„ ์ž‘์„ฑํ•˜์—ฌ ์ƒˆ ๋ฌธ์ œ๋ฅผ ์—ฌ์‹ญ์‹œ์˜ค.

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