๐Ÿ’ป/ML

[๋ชจ๋‘๋ฅผ ์œ„ํ•œ ๋”ฅ๋Ÿฌ๋‹] ์ž‘์—…ํ™˜๊ฒฝ ์„ค์ •(ํŒŒ์ด์ฌ, ํ…์„œํ”Œ๋กœ์šฐ)

ruhz 2020. 7. 26. 01:53

๊ตฌ์„ฑํ™•์ธ

ํŒŒ์ด์ฌ๊ณผ ํ…์„œํ”Œ๋กœ์šฐ(GPU)๋ฅผ ์ด์šฉํ•ด์„œ ์˜ˆ์ œ๋ฅผ ์—ฐ์Šตํ•  ๊ฒƒ์ด๋‹ค. ๋จผ์ € tensorflow ํ™ˆํŽ˜์ด์ง€์—์„œ ์กฐํ•ฉํ‘œ(?)๋ฅผ ๋ณด๊ณ  ์–ด๋–ค ๋ฒ„์ „์„ ์„ค์น˜ํ• ์ง€ ์ •ํ•ด์•ผ ๋‚˜์ค‘์— ์ฒ˜์Œ๋ถ€ํ„ฐ ๋‹ค์‹œํ•˜๋Š” ์ผ์ด ์—†์„ ๊ฒƒ์ด๋‹ค. 

https://www.tensorflow.org/install/source_windows

 

Windows์˜ ์†Œ์Šค์—์„œ ๋นŒ๋“œ  |  TensorFlow

์†Œ์Šค์—์„œ TensorFlow pip ํŒจํ‚ค์ง€๋ฅผ ๋นŒ๋“œํ•˜๊ณ  Windows์— ์„ค์น˜ํ•ฉ๋‹ˆ๋‹ค. ์ฐธ๊ณ : ์ž˜ ํ…Œ์ŠคํŠธ๋˜๊ณ  ์‚ฌ์ „ ๋นŒ๋“œ๋œ Windows ์‹œ์Šคํ…œ์šฉ TensorFlow ํŒจํ‚ค์ง€๊ฐ€ ์ด๋ฏธ ์ œ๊ณต๋˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. Windows์šฉ ์„ค์ • ๋‹ค์Œ ๋นŒ๋“œ ๋„๊ตฌ๋ฅผ ์„ค์น˜๏ฟฝ๏ฟฝ

www.tensorflow.org

 

์„ค์น˜๋ฐฉ๋ฒ•

๋ฒ„์ „์ด ๊ฒฐ์ •๋˜์—ˆ๋‹ค๋ฉด, ์•„๋ž˜ ์˜์ƒ์„ ๊ทธ๋Œ€๋กœ ๋”ฐ๋ผ ํ•˜๋Š” ๊ฒƒ์ด ์˜ค๋ฅ˜ ์—†์ด ๊น”๋”ํ•˜๋‹ค.

https://www.youtube.com/watch?v=KZFn0dvPZUQ

  • TensorFlow ๊ตฌ๊ธ€์—์„œ ๋ฌด๋ฃŒ๋กœ ๋ฐฐํฌํ•˜๋Š” ๋จธ์‹ ๋Ÿฌ๋‹ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ
  • Anaconda    ๋ชจ๋“ˆ์˜ ๋ฒ„์ „์„ ๊ด€๋ฆฌํ•˜๊ณ  ๊ฐ€์ƒํ™˜๊ฒฝ์„ ๊ตฌ์„ฑ
  • CUDA              GPU๋ฅผ ์‚ฌ์šฉํ•ด ๋ณ‘๋ ฌ์ ์œผ๋กœ ํ”„๋กœ๊ทธ๋ž˜๋ฐ ๋ชฉ์ 
  • cudNN           ์—”๋น„๋””์•„์—์„œ ๋ฐฐํฌํ•˜๋Š” GPU์‚ฌ์šฉ ์‹ ๊ฒฝ๋ง ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ