Docker Local - KU-BIG/KUBIG_Wiki GitHub Wiki

1. Docker ์„ค๋ช…

์ดˆ๋ณด๋ฅผ ์œ„ํ•œ ๋„์ปค ์•ˆ๋‚ด์„œ - ๋„์ปค๋ž€ ๋ฌด์—‡์ธ๊ฐ€?

์ด์ƒ์ˆ˜๋‹˜ ์Šฌ๋ผ์ด๋“œ : ์ด์ œ๋Š”, ๋”ฅ๋Ÿฌ๋‹ ๊ฐœ๋ฐœํ™˜๊ฒฝ๋„ Docker๋กœ ์˜ฌ๋ ค๋ณด์ž!!

Docker๋ฅผ ํ™œ์šฉํ•œ deep learning ๊ฐœ๋ฐœ ํ™˜๊ฒฝ ๊ตฌ์ถ•

2. Docker ์„ค์น˜

์ดˆ๋ณด๋ฅผ ์œ„ํ•œ ๋„์ปค ์•ˆ๋‚ด์„œ - ์„ค์น˜ํ•˜๊ณ  ์ปจํ…Œ์ด๋„ˆ ์‹คํ–‰ํ•˜๊ธฐ

Pytorch/Tensorflow๋ฅผ ์œ„ํ•œ Docker ์‹œ์ž‘ํ•˜๊ธฐ

1) macOS

Docker ์„ค์น˜ - macํŽธ

brew install docker

๋งํฌ์—์„œ ๋กœ๊ทธ์ธ ํ›„ ์„œ๋ฒ„ ๋‹ค์šด๋กœ๋“œ, ์‹คํ–‰

Direct Link

2) Windows

'์‹œ์Šคํ…œ ์ •๋ณด'์—์„œ Windows 10 Pro, Windows 10 Home์ธ์ง€ ํ™•์ธ

a. Windows 10 Pro, Enterprise, or Education

Install Docker Desktop on Windows

Direct Link

  • 'Download from Docker Hub' ํด๋ฆญํ•˜์—ฌ ๋กœ๊ทธ์ธ ํ›„ ๋‹ค์šด๋กœ๋“œ

b. Windows 10 Home

Install Docker Toolbox on Windows

  • DockerToolbox-19.03.1.exe ํด๋ฆญํ•˜์—ฌ ๋‹ค์šด๋กœ๋“œ

3. Docker ์‹คํ–‰

a. macOS

  • Docker ํด๋ฆญํ•˜์—ฌ ์‹คํ–‰

b. Windows 10 Pro

  • Docker Desktop ํด๋ฆญํ•˜์—ฌ ์‹คํ–‰
  • ์ž‘์—…ํ‘œ์‹œ์ค„์—์„œ์— Settings ํด๋ฆญ
  • ์ขŒ์ธก ํ•˜๋‹จ Docker is Running ํ™•์ธํ•œ ํ›„
  • ๋ช…๋ น ํ”„๋กฌํ”„ํŠธ ๊ด€๋ฆฌ์ž ๊ถŒํ•œ์œผ๋กœ ์‹คํ–‰

์ถ”๊ฐ€๋กœ ์„ค์ •ํ•ด์•ผํ•˜๋Š” ๋‚ด์šฉ์ด ์žˆ์Šต๋‹ˆ๋‹ค

  • Setting ํด๋ฆญํ›„, Shared Drives ํด๋ฆญ
  • C ํด๋ฆญํ•˜์—ฌ Apply

๋ฌธ์ œ๊ฐ€ ์ƒ๊ฒผ์–ด์š”

  • Reset, Restart Docker Desktop์œผ๋กœ ์žฌ์‹œ์ž‘
  • Rest, Reset to Factory Defaults๋กœ ๋„์ปค ์ดˆ๊ธฐํ™”

c. Windows 10 Home

  • Docker Toolbox ๊ด€๋ฆฌ์ž ๊ถŒํ•œ์œผ๋กœ ์‹คํ–‰

4. kubig:cpu container ๋‹ค์šด๋ฐ›์•„ ์‹คํ–‰

macOS

sudo docker run -it -p 9999:9999 -v [๋„์ปค์— ๋งˆ์šดํŠธํ•˜๋ ค๋Š” ํด๋”]:/home hyeon95y/kubig:cpu
cd home

์˜ˆ์‹œ

sudo docker run -it -p 9999:9999 -v /Users/hyeonwooyoo:/home hyeon95y/kubig:cpu
cd home

Windows

์‹คํ–‰๋ฐฉ๋ฒ•

docker run -it -p 9999:9999 -v. [๋„์ปค๋ฅผ ์‹คํ–‰ํ•˜๋ ค๋Š” ํด๋”]:/home hyeon95y/kubig:cpu
cd home

์˜ˆ์‹œ

docker run -it -p 9999:9999 -v C:/home hyeon95y/kubig:cpu
cd home

๋ช…๋ น ํ”„๋กฌํ”„ํŠธ๋ฅผ ๋„๋ฉด ์•ˆ๋ผ์š”!!