๐Ÿ Python & library/Python

Python์œผ๋กœ PyTorch, Tensorflow, Python, CUDA, cudnn ๋ฒ„์ „ ํ™•์ธ

๋ณต๋งŒ 2021. 8. 19. 13:39

PyTorch ๋ฒ„์ „ ํ™•์ธ

import torch
print(torch.__version__)

 

 

Tensorflow ๋ฒ„์ „ ํ™•์ธ

import tensorflow as tf
print(tf.__version__)

 

 

Python ๋ฒ„์ „ ํ™•์ธ

import sys
print(sys.version)

 

 

Python ๊ฒฝ๋กœ ํ™•์ธ

import sys
print(sys.executable)

 

 

CUDA & Driver ๋ฒ„์ „ ํ™•์ธ

1. nvidia-smi

- Driver version, CUDA version์„ ํ™•์ธํ•  ์ˆ˜ ์žˆ๋‹ค.

 

 

 

2. nvcc

- CUDA version์„ ํ™•์ธํ•  ์ˆ˜ ์žˆ๋‹ค.

 

 

 

3. PyTorch๋ฅผ ์ด์šฉํ•ด ํ™•์ธ

import torch
print(torch.version.cuda)

 

 

cudnn ๋ฒ„์ „ ํ™•์ธ

import torch
print(torch.backends.cudnn.version())

 

 

๊ด€๋ จ๋œ ๊ธ€

nvidia-smi์™€ nvcc๋กœ ๋ณธ CUDA version์ด ๋‹ค๋ฅผ ๋•Œ

 

nvidia-smi์™€ nvcc๋กœ ๋ณธ CUDA version์ด ๋‹ค๋ฅผ ๋•Œ

CUDA version์„ ํ™•์ธํ•  ์ˆ˜ ์žˆ๋Š” ๋ฐฉ๋ฒ•์€ ๋‘ ๊ฐ€์ง€๊ฐ€ ์žˆ๋‹ค. ํ•˜๋‚˜๋Š” nvidia-smi๋ฅผ ์ด์šฉํ•˜๋Š” ๊ฒƒ์ด๊ณ , ํ•˜๋‚˜๋Š” nvcc๋ฅผ ์ด์šฉํ•˜๋Š” ๊ฒƒ์ด๋‹ค. ๋‘˜์˜ version์ด ๋‹ฌ๋ผ์„œ ์ฐพ์•„๋ณด๋‹ˆ, ๋‹ค์Œ๊ณผ ๊ฐ™์€ ๋‹ต์„ ์–ป์„ ์ˆ˜ ์žˆ์—ˆ๋‹ค. ์ถœ์ฒ˜ :

bo-10000.tistory.com

 

CUDA, driver, PyTorch + Tensorflow ํ˜ธํ™˜๋˜๋Š” version ์ฐพ๊ณ  ์„ค์น˜(์—…๊ทธ๋ ˆ์ด๋“œ, ๋‹ค์šด๊ทธ๋ ˆ์ด๋“œ)ํ•˜๊ธฐ

 

CUDA, driver, PyTorch + Tensorflow ํ˜ธํ™˜๋˜๋Š” version ์ฐพ๊ณ  ์„ค์น˜(์—…๊ทธ๋ ˆ์ด๋“œ, ๋‹ค์šด๊ทธ๋ ˆ์ด๋“œ)ํ•˜๊ธฐ

CUDA๋ฅผ ์„ค์น˜ ์‹œ์— driver version์— ๋งž๋Š” version์„ ์„ค์น˜ํ•ด์•ผ ํ•˜๊ณ , CUDA version์— ๋งž๋Š” version์˜ PyTorch๋ฅผ ์„ค์น˜ํ•ด์•ผ ํ•œ๋‹ค. ์ฐธ๊ณ : Driver & Cuda & PyTorch version ํ™•์ธ Python์œผ๋กœ PyTorch, Python, CUDA, cu..

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