๐Ÿ“ AI & Bigdata/NVIDIA

[CUDA] Windows, NVIDIA ๋ฒ„์ „ ์—…๋ฐ์ดํŠธ- CUDA ์žฌ์„ค์น˜

SOIT 2023. 7. 3. 09:50

์•„๋‚˜์ฝ˜๋‹ค ์žฌ ์„ค์น˜ ํ›„ ์ฟ ๋‹ค ํ˜ธํ™˜ ํ‹€์–ด์ง€๋Š” ๋ฌธ์ œ ๋ฐœ์ƒํ•˜์—ฌ NVIDIA ๋ฒ„์ „ ์˜ฌ๋ฆด๊ฒธ ์žฌ์„ค์น˜ ์ง„

 

1.  NVIDIA  ๋ฒ„์ „ ํ™•์ธ

  • NVIDIA ๊ทธ๋ž˜ํ”ฝ์นด๋“œ๊ฐ€ ์„ค์น˜๋˜์—ˆ์œผ๋ฉด, ์ œ์–ดํŒ์ด ๋œฐ๊ฑฐ๋‹ค
  • ์ œ์–ดํŒ์—์„œ ์ •๋ณด๋ฅผ ํ™•์ธ

๋ฒ„์ „ ํ™•์ธํ•˜๊ธฐ: ๋ธ”๋กœ๊ทธ

2.  CUDA ์„ค์น˜

CUDA Toolkit ์„ค์น˜ - MX450์˜ Compute capability๋Š” 7.5

CUDA SDK๊ฐ€ 11.1 - 11.6๋„ ์ง€์›ํ•˜๋ฏ€๋กœ ์ด์™•์ด๋ฉด ์ตœ์‹  ๋ฒ„์ „์ด ์ข‹์ง€ ์•Š์„๊นŒํ•ด์„œ 11.6.2๋ฒ„์ „์˜ CUDA๋ฅผ ์„ค์น˜

CUDA Toolkit 11.6.2

 

CUDA Toolkit 11.6 Update 2 Downloads

Resources CUDA Documentation/Release NotesMacOS Tools Training Sample Code Forums Archive of Previous CUDA Releases FAQ Open Source PackagesSubmit a BugTarball and Zip Archive Deliverables

developer.nvidia.com

3.  cuDNN ์„ค์น˜

  • CUDA 11.6.2๋ฅผ ์œ„ํ•œ cuDNN v8.3.2์„ ๋‹ค์šด๋กœ๋“œ
  • zipํŒŒ์ผ๋กœ cuDNN ํŒŒ์ผ์„ ๋ฐ›์€ ํ›„ ์••์ถ•ํ•ด์ œ
 

cuDNN Archive

Download releases from the GPU-accelerated primitive library for deep neural networks.

developer.nvidia.com

  • 3๊ฐœ์˜ ํด๋”๋ฅผ
  • C:\Program Files\NVIDIA GPU Computing Toolkit ์œผ๋กœ ๋ณต์‚ฌ/์ด๋™

  • bin ์•ˆ์œผ๋กœ ํŒŒ์ผ๋“ค์ด ๋“ค์–ด๊ฐ„ ๊ฒƒ์„ ํ™•์ธ
  • ํ™˜๊ฒฝ๋ณ€์ˆ˜ ์„ค์ •: ์ฐธ๊ณ 
 

[Windows 10 + RTX3090] cudnn, cuda ์žฌ์„ค์น˜

1. ๊ธฐ์กด NVIDIA ๋ชจ๋‘ ์‚ญ์ œ 1) ๊ธฐ์กด์— ์„ค์น˜๋˜์–ด์žˆ๋˜ nvidia ๋ชจ๋‘ ์‚ญ์ œ 2) "C:\Program Files (x86)" "C:\Program Files" ์œ„ ๊ฒฝ๋กœ์— ์žˆ๋Š” NVIDIA ๊ด€๋ จ ํŒŒ์ผ ๋ชจ๋‘ ์‚ญ์ œ 3) "์žฅ์น˜ ๊ด€๋ฆฌ์ž -> ๋””์Šคํ”Œ๋ ˆ์ด์–ด ์–ด๋Œ‘ํ„ฐ -> ๋“œ๋ผ์ด๋ฒ„

uding.tistory.com

 

 

4. ์„ค์น˜ ํ™•์ธ

  • “C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.6\extras\demo_suite\deviceQuery.exe”

  • ๋งˆ์ง€๋ง‰ PASS ๋ณด์ด๋ฉด ์ •์ƒ ์„ค์น˜๋œ ๊ฒƒ
  • nvcc --version

 

์ด์–ด์„œ ์ฐธ๊ณ  ์‚ฌ์ดํŠธ

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